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Action_Asin
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[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants\", \"asin\": \"B000HCNSWI\", \"price\": \"$9.97\", \"quantity\": \"1\"},\n {\"title\": \"Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket\", \"asin\": \"B09B9Z26RZ\", \"price\": \"$23.99\", \"quantity\": \"1\"},\n {\"title\": \"Waterproof Mattress Protector Queen Size Mattress Cover Cooling Mattress Pad Breathable Noiseless Soft Bed Protector Deep Pocket Fits 6\\\"-21\\\", Machine Washable (Queen, 1 Pack)\", \"asin\": \"B093R34XY6\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)\", \"asin\": \"B07YBY374X\", \"price\": \"$3.98\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B00WO6EK54\"\n},\n {\n \"title\": \"Zojirushi Original Replacement Nonstick Inner Cooking Pan for NS-LAC05 3-Cup Rice Cooker only\"\n},\n {\n \"bullet_list\": \"Original Manufacturer Part from Zojirushi Replacement Pan For Zojirushi NS-LAC05 3-Cup Rice Cooker Non-stick coating inner pan Zojirushi NS-LAC05 3-Cup Rice Cooker sold separately. Inner cooking pans from different models are NOT INTERCHANGEABLE.\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"CUCKOO CR-0675FW 6-Cup (Uncooked) / 12-Cup (Cooked) Micom Rice Cooker with Nonstick Inner Pot, 13 Menu Modes, LCD Display, Fuzzy Logic Tech, Auto Clean (White)\", \"asin\": \"B08WFNV82W\", \"price\": \"$82.99\", \"quantity\": \"\"},\n {\"title\": \"Toshiba Rice Cooker 6 Cup Uncooked \\u2013 Japanese Rice Cooker with Fuzzy Logic Technology, 7 Cooking Functions, Digital Display, 2 Delay Timers and Auto Keep Warm, Non-Stick Inner Pot, White\", \"asin\": \"B0838SMXFZ\", \"price\": \"$149.99\", \"quantity\": \"\"},\n {\"title\": \"Hamilton Beach Digital Programmable Rice Cooker & Food Steamer, 8 Cups Cooked (4 Uncooked), With Steam & Rinse Basket, Stainless Steel (37518)\", \"asin\": \"B0752VWV65\", \"price\": \"$41.10\", \"quantity\": \"\"},\n {\"title\": \"TOSHIBA Rice Cooker Small 3-Cup Uncooked\\u2013 LCD Display with 8 Cooking Functions: Rice, Oatmeal, Mixed Grains and More, NonStick Inner Pot, Grey\", \"asin\": \"B0CQ2CTKBH\", \"price\": \"$89.99\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Korean Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, Silver (CR-0632F)\", \"asin\": \"B0831RL6XK\", \"price\": \"$83.61\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Micom Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Fuzzy Logic Electric Rice Cooker Small, Sticky Rice Maker with 12 Menu Modes, Nonstick Small Rice Cooker & Steamer, White / Red (CR-0655F)\", \"asin\": \"B01MQWFGKG\", \"price\": \"$79.99\", \"quantity\": \"\"},\n {\"title\": \"Tiger JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White)\", \"asin\": \"B01L9SD3K0\", \"price\": \"$139.99\", \"quantity\": \"\"},\n {\"title\": \"304 Stainless Steel rice cooker inner pot Replacement for Zojirushi, Tiger, Multi-C...\", \"asin\": \"B0DYV5GXPS\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"Univen Nonstick Rice Pan Bowl Only Compatible with Zojirushi 3-Cup Rice Cooker NS-LAC05 8-NSL-P220 6-7/8\\\" Diameter NOT UNIVERSAL ONLY FITS MODEL NS-LAC05 PAN MARKED B250\", \"asin\": \"B0DK6335Y7\", \"price\": \"$52.49\", \"quantity\": \"\"},\n {\"title\": \"Ingpro Original Rice Cooker Inner Pot Non-Stick Inner Cooking Pan for Rice Cooker Replacement Accessories, Original Manufacture Part (8 Cup/4L)\", \"asin\": \"B0DC56SXN5\", \"price\": \"$42.88\", \"quantity\": \"\"},\n {\"title\": \"Univen 180ml PP Rice Measuring Cup Compatible with Zojirushi Rice Cookers 2 Pack\", \"asin\": \"B0DLXTZGWG\", \"price\": \"$9.49\", \"quantity\": \"\"},\n {\"title\": \"Hamilton Beach Digital Programmable Rice Cooker & Food Steamer, 8 Cups Cooked (4 Uncooked), With Steam & Rinse Basket, Stainless Steel (37518)\", \"asin\": \"B0752VWV65\", \"price\": \"$41.10\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO CR-0675FW 6-Cup (Uncooked) / 12-Cup (Cooked) Micom Rice Cooker with Nonstick Inner Pot, 13 Menu Modes, LCD Display, Fuzzy Logic Tech, Auto Clean (White)\", \"asin\": \"B08WFNV82W\", \"price\": \"$82.99\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Korean Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, Silver (CR-0632F)\", \"asin\": \"B0831RL6XK\", \"price\": \"$83.61\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Korean Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, Silver (CR-0632F)\", \"asin\": \"B0831RL6XK\", \"price\": \"$83.61\", \"quantity\": \"\"},\n {\"title\": \"Ingpro Original Rice Cooker Inner Pot Non-Stick Inner Cooking Pan for Rice Cooker Replacement Accessories, Original Manufacture Part (10 Cup/5L)\", \"asin\": \"B0DC574CPT\", \"price\": \"$43.88\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Micom Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Fuzzy Logic Electric Rice Cooker Small, Sticky Rice Maker with 12 Menu Modes, Nonstick Small Rice Cooker & Steamer, White / Red (CR-0655F)\", \"asin\": \"B01MQWFGKG\", \"price\": \"$79.99\", \"quantity\": \"\"},\n {\"title\": \"Buffalo Classic Rice Cooker with Clad Stainless Steel Inner Pot - Electric Rice Cooker for White/Brown Rice, Grain - Easy-to-clean, Non-Toxic & Non-Stick, Auto Warmer (10 Cup)\", \"asin\": \"B007Q46COG\", \"price\": \"$149.00\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO CR-0675FW 6-Cup (Uncooked) / 12-Cup (Cooked) Micom Rice Cooker with Nonstick Inner Pot, 13 Menu Modes, LCD Display, Fuzzy Logic Tech, Auto Clean (White)\", \"asin\": \"B08WFNV82W\", \"price\": \"$82.99\", \"quantity\": \"\"},\n {\"title\": \"Hamilton Beach Digital Programmable Rice Cooker & Food Steamer, 8 Cups Cooked (4 Uncooked), With Steam & Rinse Basket, Stainless Steel (37518)\", \"asin\": \"B0752VWV65\", \"price\": \"$41.10\", \"quantity\": \"\"},\n {\"title\": \"Toshiba Rice Cooker 6 Cup Uncooked \\u2013 Japanese Rice Cooker with Fuzzy Logic Technology, 7 Cooking Functions, Digital Display, 2 Delay Timers and Auto Keep Warm, Non-Stick Inner Pot, White\", \"asin\": \"B0838SMXFZ\", \"price\": \"$149.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Zojirushi\\u00a0Original Replacement Nonstick Inner Cooking Pan for NS-LAC05 3-Cup Rice Cooker only\"},\n {\"title\": \"COSORI\\u00a05-Quart Rice Cooker Inner Pot Non-Stick for 10 Cup Uncooked CRC-R501- KUS Rice Cooker Only, 6-Layer, CRP-R501IP-KUS\", \"asin\": \"B0CFF87MGQ\", \"price\": \"$29.99\"},\n {\"title\": \"NLOWD\\u00a0Compatible for Zojirushi NS-TSC10 Multi-Cooker Replacement Inner Po (5.5cups) 304 Stainless Steel Rice Cooker Inner Bowl\", \"asin\": \"B0DRS425QR\", \"price\": \"$14.83\"},\n {\"title\": \"Zojirushi\\u00a0OEM Original Replacement Nonstick Inner Cooking Pan for Zojirushi NP-GBC05 3-Cup Rice Cooker\", \"asin\": \"B001D08UA8\", \"price\": \"$115.00\"},\n {\"title\": \"Kacom\\u00a0Stainless steel inner pot for multifunctional rice cookers. A durable replacement option that swaps out your old pot \\uff0c ensuring long - lasting use.\", \"asin\": \"B0DT1GW4FY\", \"price\": \"$25.49\"},\n {\"title\": \"Zojirushi\\u00a0Original Replacement Nonstick Inner Cooking Pan for Zojirushi NS-RNC10 5-Cup Rice Cooker only\", \"asin\": \"B00TT6EOTO\", \"price\": \"$65.00\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T21:52:57.792Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-14T21:52:57.792Z
|
click_product
|
B01L9SD3K0
|
rule
|
2025-04-14T21:52:57.792Z
|
train
| 0 |
2025-04-14T21:52:57.792Z
|
click_product
|
B01L9SD3K0
|
<|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 (Note that the thinking process should be within 300 words), 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|>
<|memory_end|>
<|action_start|>
<|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": ""
}
],
"cart_items": [
{"title": "Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants", "asin": "B000HCNSWI", "price": "$9.97", "quantity": "1"},
{"title": "Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket", "asin": "B09B9Z26RZ", "price": "$23.99", "quantity": "1"},
{"title": "Waterproof Mattress Protector Queen Size Mattress Cover Cooling Mattress Pad Breathable Noiseless Soft Bed Protector Deep Pocket Fits 6\"-21\", Machine Washable (Queen, 1 Pack)", "asin": "B093R34XY6", "price": "$24.99", "quantity": "1"},
{"title": "Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)", "asin": "B07YBY374X", "price": "$3.98", "quantity": "1"}
],
"product_details": [
{
"asin": "B00WO6EK54"
},
{
"title": "Zojirushi Original Replacement Nonstick Inner Cooking Pan for NS-LAC05 3-Cup Rice Cooker only"
},
{
"bullet_list": "Original Manufacturer Part from Zojirushi Replacement Pan For Zojirushi NS-LAC05 3-Cup Rice Cooker Non-stick coating inner pan Zojirushi NS-LAC05 3-Cup Rice Cooker sold separately. Inner cooking pans from different models are NOT INTERCHANGEABLE."
}
],
"promotion_items": [
{"title": "CUCKOO CR-0675FW 6-Cup (Uncooked) / 12-Cup (Cooked) Micom Rice Cooker with Nonstick Inner Pot, 13 Menu Modes, LCD Display, Fuzzy Logic Tech, Auto Clean (White)", "asin": "B08WFNV82W", "price": "$82.99", "quantity": ""},
{"title": "Toshiba Rice Cooker 6 Cup Uncooked \u2013 Japanese Rice Cooker with Fuzzy Logic Technology, 7 Cooking Functions, Digital Display, 2 Delay Timers and Auto Keep Warm, Non-Stick Inner Pot, White", "asin": "B0838SMXFZ", "price": "$149.99", "quantity": ""},
{"title": "Hamilton Beach Digital Programmable Rice Cooker & Food Steamer, 8 Cups Cooked (4 Uncooked), With Steam & Rinse Basket, Stainless Steel (37518)", "asin": "B0752VWV65", "price": "$41.10", "quantity": ""},
{"title": "TOSHIBA Rice Cooker Small 3-Cup Uncooked\u2013 LCD Display with 8 Cooking Functions: Rice, Oatmeal, Mixed Grains and More, NonStick Inner Pot, Grey", "asin": "B0CQ2CTKBH", "price": "$89.99", "quantity": ""},
{"title": "CUCKOO Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Korean Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, Silver (CR-0632F)", "asin": "B0831RL6XK", "price": "$83.61", "quantity": ""},
{"title": "CUCKOO Micom Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Fuzzy Logic Electric Rice Cooker Small, Sticky Rice Maker with 12 Menu Modes, Nonstick Small Rice Cooker & Steamer, White / Red (CR-0655F)", "asin": "B01MQWFGKG", "price": "$79.99", "quantity": ""},
{"title": "Tiger JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White)", "asin": "B01L9SD3K0", "price": "$139.99", "quantity": ""},
{"title": "304 Stainless Steel rice cooker inner pot Replacement for Zojirushi, Tiger, Multi-C...", "asin": "B0DYV5GXPS", "price": "$26.99", "quantity": ""},
{"title": "Univen Nonstick Rice Pan Bowl Only Compatible with Zojirushi 3-Cup Rice Cooker NS-LAC05 8-NSL-P220 6-7/8\" Diameter NOT UNIVERSAL ONLY FITS MODEL NS-LAC05 PAN MARKED B250", "asin": "B0DK6335Y7", "price": "$52.49", "quantity": ""},
{"title": "Ingpro Original Rice Cooker Inner Pot Non-Stick Inner Cooking Pan for Rice Cooker Replacement Accessories, Original Manufacture Part (8 Cup/4L)", "asin": "B0DC56SXN5", "price": "$42.88", "quantity": ""},
{"title": "Univen 180ml PP Rice Measuring Cup Compatible with Zojirushi Rice Cookers 2 Pack", "asin": "B0DLXTZGWG", "price": "$9.49", "quantity": ""},
{"title": "Hamilton Beach Digital Programmable Rice Cooker & Food Steamer, 8 Cups Cooked (4 Uncooked), With Steam & Rinse Basket, Stainless Steel (37518)", "asin": "B0752VWV65", "price": "$41.10", "quantity": ""},
{"title": "CUCKOO CR-0675FW 6-Cup (Uncooked) / 12-Cup (Cooked) Micom Rice Cooker with Nonstick Inner Pot, 13 Menu Modes, LCD Display, Fuzzy Logic Tech, Auto Clean (White)", "asin": "B08WFNV82W", "price": "$82.99", "quantity": ""},
{"title": "CUCKOO Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Korean Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, Silver (CR-0632F)", "asin": "B0831RL6XK", "price": "$83.61", "quantity": ""},
{"title": "CUCKOO Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Korean Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, Silver (CR-0632F)", "asin": "B0831RL6XK", "price": "$83.61", "quantity": ""},
{"title": "Ingpro Original Rice Cooker Inner Pot Non-Stick Inner Cooking Pan for Rice Cooker Replacement Accessories, Original Manufacture Part (10 Cup/5L)", "asin": "B0DC574CPT", "price": "$43.88", "quantity": ""},
{"title": "CUCKOO Micom Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Fuzzy Logic Electric Rice Cooker Small, Sticky Rice Maker with 12 Menu Modes, Nonstick Small Rice Cooker & Steamer, White / Red (CR-0655F)", "asin": "B01MQWFGKG", "price": "$79.99", "quantity": ""},
{"title": "Buffalo Classic Rice Cooker with Clad Stainless Steel Inner Pot - Electric Rice Cooker for White/Brown Rice, Grain - Easy-to-clean, Non-Toxic & Non-Stick, Auto Warmer (10 Cup)", "asin": "B007Q46COG", "price": "$149.00", "quantity": ""},
{"title": "CUCKOO CR-0675FW 6-Cup (Uncooked) / 12-Cup (Cooked) Micom Rice Cooker with Nonstick Inner Pot, 13 Menu Modes, LCD Display, Fuzzy Logic Tech, Auto Clean (White)", "asin": "B08WFNV82W", "price": "$82.99", "quantity": ""},
{"title": "Hamilton Beach Digital Programmable Rice Cooker & Food Steamer, 8 Cups Cooked (4 Uncooked), With Steam & Rinse Basket, Stainless Steel (37518)", "asin": "B0752VWV65", "price": "$41.10", "quantity": ""},
{"title": "Toshiba Rice Cooker 6 Cup Uncooked \u2013 Japanese Rice Cooker with Fuzzy Logic Technology, 7 Cooking Functions, Digital Display, 2 Delay Timers and Auto Keep Warm, Non-Stick Inner Pot, White", "asin": "B0838SMXFZ", "price": "$149.99", "quantity": ""}
],
"comparison_items": [
{"title": "Zojirushi\u00a0Original Replacement Nonstick Inner Cooking Pan for NS-LAC05 3-Cup Rice Cooker only"},
{"title": "COSORI\u00a05-Quart Rice Cooker Inner Pot Non-Stick for 10 Cup Uncooked CRC-R501- KUS Rice Cooker Only, 6-Layer, CRP-R501IP-KUS", "asin": "B0CFF87MGQ", "price": "$29.99"},
{"title": "NLOWD\u00a0Compatible for Zojirushi NS-TSC10 Multi-Cooker Replacement Inner Po (5.5cups) 304 Stainless Steel Rice Cooker Inner Bowl", "asin": "B0DRS425QR", "price": "$14.83"},
{"title": "Zojirushi\u00a0OEM Original Replacement Nonstick Inner Cooking Pan for Zojirushi NP-GBC05 3-Cup Rice Cooker", "asin": "B001D08UA8", "price": "$115.00"},
{"title": "Kacom\u00a0Stainless steel inner pot for multifunctional rice cookers. A durable replacement option that swaps out your old pot \uff0c ensuring long - lasting use.", "asin": "B0DT1GW4FY", "price": "$25.49"},
{"title": "Zojirushi\u00a0Original Replacement Nonstick Inner Cooking Pan for Zojirushi NS-RNC10 5-Cup Rice Cooker only", "asin": "B00TT6EOTO", "price": "$65.00"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-14T21:52:57.792Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click_product</answer_action><answer_argument>B01L9SD3K0</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B01L9SD3K0</answer_argument>",
"index": 0,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants\", \"asin\": \"B000HCNSWI\", \"price\": \"$9.97\", \"quantity\": \"1\"},\n {\"title\": \"Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket\", \"asin\": \"B09B9Z26RZ\", \"price\": \"$23.99\", \"quantity\": \"1\"},\n {\"title\": \"Waterproof Mattress Protector Queen Size Mattress Cover Cooling Mattress Pad Breathable Noiseless Soft Bed Protector Deep Pocket Fits 6\\\"-21\\\", Machine Washable (Queen, 1 Pack)\", \"asin\": \"B093R34XY6\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)\", \"asin\": \"B07YBY374X\", \"price\": \"$3.98\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B00WO6EK54\"\n},\n {\n \"title\": \"Zojirushi Original Replacement Nonstick Inner Cooking Pan for NS-LAC05 3-Cup Rice Cooker only\"\n},\n {\n \"bullet_list\": \"Original Manufacturer Part from Zojirushi Replacement Pan For Zojirushi NS-LAC05 3-Cup Rice Cooker Non-stick coating inner pan Zojirushi NS-LAC05 3-Cup Rice Cooker sold separately. Inner cooking pans from different models are NOT INTERCHANGEABLE.\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"CUCKOO CR-0675FW 6-Cup (Uncooked) / 12-Cup (Cooked) Micom Rice Cooker with Nonstick Inner Pot, 13 Menu Modes, LCD Display, Fuzzy Logic Tech, Auto Clean (White)\", \"asin\": \"B08WFNV82W\", \"price\": \"$82.99\", \"quantity\": \"\"},\n {\"title\": \"Toshiba Rice Cooker 6 Cup Uncooked \\u2013 Japanese Rice Cooker with Fuzzy Logic Technology, 7 Cooking Functions, Digital Display, 2 Delay Timers and Auto Keep Warm, Non-Stick Inner Pot, White\", \"asin\": \"B0838SMXFZ\", \"price\": \"$149.99\", \"quantity\": \"\"},\n {\"title\": \"Hamilton Beach Digital Programmable Rice Cooker & Food Steamer, 8 Cups Cooked (4 Uncooked), With Steam & Rinse Basket, Stainless Steel (37518)\", \"asin\": \"B0752VWV65\", \"price\": \"$41.10\", \"quantity\": \"\"},\n {\"title\": \"TOSHIBA Rice Cooker Small 3-Cup Uncooked\\u2013 LCD Display with 8 Cooking Functions: Rice, Oatmeal, Mixed Grains and More, NonStick Inner Pot, Grey\", \"asin\": \"B0CQ2CTKBH\", \"price\": \"$89.99\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Korean Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, Silver (CR-0632F)\", \"asin\": \"B0831RL6XK\", \"price\": \"$83.61\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Micom Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Fuzzy Logic Electric Rice Cooker Small, Sticky Rice Maker with 12 Menu Modes, Nonstick Small Rice Cooker & Steamer, White / Red (CR-0655F)\", \"asin\": \"B01MQWFGKG\", \"price\": \"$79.99\", \"quantity\": \"\"},\n {\"title\": \"Tiger JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White)\", \"asin\": \"B01L9SD3K0\", \"price\": \"$139.99\", \"quantity\": \"\"},\n {\"title\": \"304 Stainless Steel rice cooker inner pot Replacement for Zojirushi, Tiger, Multi-C...\", \"asin\": \"B0DYV5GXPS\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"Univen Nonstick Rice Pan Bowl Only Compatible with Zojirushi 3-Cup Rice Cooker NS-LAC05 8-NSL-P220 6-7/8\\\" Diameter NOT UNIVERSAL ONLY FITS MODEL NS-LAC05 PAN MARKED B250\", \"asin\": \"B0DK6335Y7\", \"price\": \"$52.49\", \"quantity\": \"\"},\n {\"title\": \"Ingpro Original Rice Cooker Inner Pot Non-Stick Inner Cooking Pan for Rice Cooker Replacement Accessories, Original Manufacture Part (8 Cup/4L)\", \"asin\": \"B0DC56SXN5\", \"price\": \"$42.88\", \"quantity\": \"\"},\n {\"title\": \"Univen 180ml PP Rice Measuring Cup Compatible with Zojirushi Rice Cookers 2 Pack\", \"asin\": \"B0DLXTZGWG\", \"price\": \"$9.49\", \"quantity\": \"\"},\n {\"title\": \"Hamilton Beach Digital Programmable Rice Cooker & Food Steamer, 8 Cups Cooked (4 Uncooked), With Steam & Rinse Basket, Stainless Steel (37518)\", \"asin\": \"B0752VWV65\", \"price\": \"$41.10\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO CR-0675FW 6-Cup (Uncooked) / 12-Cup (Cooked) Micom Rice Cooker with Nonstick Inner Pot, 13 Menu Modes, LCD Display, Fuzzy Logic Tech, Auto Clean (White)\", \"asin\": \"B08WFNV82W\", \"price\": \"$82.99\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Korean Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, Silver (CR-0632F)\", \"asin\": \"B0831RL6XK\", \"price\": \"$83.61\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Korean Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, Silver (CR-0632F)\", \"asin\": \"B0831RL6XK\", \"price\": \"$83.61\", \"quantity\": \"\"},\n {\"title\": \"Ingpro Original Rice Cooker Inner Pot Non-Stick Inner Cooking Pan for Rice Cooker Replacement Accessories, Original Manufacture Part (10 Cup/5L)\", \"asin\": \"B0DC574CPT\", \"price\": \"$43.88\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Micom Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Fuzzy Logic Electric Rice Cooker Small, Sticky Rice Maker with 12 Menu Modes, Nonstick Small Rice Cooker & Steamer, White / Red (CR-0655F)\", \"asin\": \"B01MQWFGKG\", \"price\": \"$79.99\", \"quantity\": \"\"},\n {\"title\": \"Buffalo Classic Rice Cooker with Clad Stainless Steel Inner Pot - Electric Rice Cooker for White/Brown Rice, Grain - Easy-to-clean, Non-Toxic & Non-Stick, Auto Warmer (10 Cup)\", \"asin\": \"B007Q46COG\", \"price\": \"$149.00\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO CR-0675FW 6-Cup (Uncooked) / 12-Cup (Cooked) Micom Rice Cooker with Nonstick Inner Pot, 13 Menu Modes, LCD Display, Fuzzy Logic Tech, Auto Clean (White)\", \"asin\": \"B08WFNV82W\", \"price\": \"$82.99\", \"quantity\": \"\"},\n {\"title\": \"Hamilton Beach Digital Programmable Rice Cooker & Food Steamer, 8 Cups Cooked (4 Uncooked), With Steam & Rinse Basket, Stainless Steel (37518)\", \"asin\": \"B0752VWV65\", \"price\": \"$41.10\", \"quantity\": \"\"},\n {\"title\": \"Toshiba Rice Cooker 6 Cup Uncooked \\u2013 Japanese Rice Cooker with Fuzzy Logic Technology, 7 Cooking Functions, Digital Display, 2 Delay Timers and Auto Keep Warm, Non-Stick Inner Pot, White\", \"asin\": \"B0838SMXFZ\", \"price\": \"$149.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Zojirushi\\u00a0Original Replacement Nonstick Inner Cooking Pan for NS-LAC05 3-Cup Rice Cooker only\"},\n {\"title\": \"COSORI\\u00a05-Quart Rice Cooker Inner Pot Non-Stick for 10 Cup Uncooked CRC-R501- KUS Rice Cooker Only, 6-Layer, CRP-R501IP-KUS\", \"asin\": \"B0CFF87MGQ\", \"price\": \"$29.99\"},\n {\"title\": \"NLOWD\\u00a0Compatible for Zojirushi NS-TSC10 Multi-Cooker Replacement Inner Po (5.5cups) 304 Stainless Steel Rice Cooker Inner Bowl\", \"asin\": \"B0DRS425QR\", \"price\": \"$14.83\"},\n {\"title\": \"Zojirushi\\u00a0OEM Original Replacement Nonstick Inner Cooking Pan for Zojirushi NP-GBC05 3-Cup Rice Cooker\", \"asin\": \"B001D08UA8\", \"price\": \"$115.00\"},\n {\"title\": \"Kacom\\u00a0Stainless steel inner pot for multifunctional rice cookers. A durable replacement option that swaps out your old pot \\uff0c ensuring long - lasting use.\", \"asin\": \"B0DT1GW4FY\", \"price\": \"$25.49\"},\n {\"title\": \"Zojirushi\\u00a0Original Replacement Nonstick Inner Cooking Pan for Zojirushi NS-RNC10 5-Cup Rice Cooker only\", \"asin\": \"B00TT6EOTO\", \"price\": \"$65.00\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T21:52:57.792Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants\", \"asin\": \"B000HCNSWI\", \"price\": \"$9.97\", \"quantity\": \"1\"},\n {\"title\": \"Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket\", \"asin\": \"B09B9Z26RZ\", \"price\": \"$23.99\", \"quantity\": \"1\"},\n {\"title\": \"Waterproof Mattress Protector Queen Size Mattress Cover Cooling Mattress Pad Breathable Noiseless Soft Bed Protector Deep Pocket Fits 6\\\"-21\\\", Machine Washable (Queen, 1 Pack)\", \"asin\": \"B093R34XY6\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)\", \"asin\": \"B07YBY374X\", \"price\": \"$3.98\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B01L9SD3K0\"\n},\n {\n \"title\": \"Tiger JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White)\"\n},\n {\n \"price\": \"$139.99\"\n},\n {\n \"bullet_list\": \"Prepare fluffy rice, steamed vegetables, slow-cooked meat, and more in the Tiger 4-in-1 rice cooker and warmer This versatile cooker features a digital control panel with 10 cooking settings for guess-free cooking. It automatically stops cooking when the selected program or timer elapses, and keeps food warm until you're ready to serve.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Toshiba Rice Cooker 6 Cup Uncooked \\u2013 Japanese Rice Cooker with Fuzzy Logic Technology, 7 Cooking Functions, Digital Display, 2 Delay Timers and Auto Keep Warm, Non-Stick Inner Pot, White\", \"asin\": \"B0838SMXFZ\", \"price\": \"$149.99\", \"quantity\": \"\"},\n {\"title\": \"Hamilton Beach Digital Programmable Rice Cooker & Food Steamer, 8 Cups Cooked (4 Uncooked), With Steam & Rinse Basket, Stainless Steel (37518)\", \"asin\": \"B0752VWV65\", \"price\": \"$41.10\", \"quantity\": \"\"},\n {\"title\": \"COMFEE' Rice Cooker, Japanese Large Rice Cooker with Fuzzy Logic Technology, 11 Presets, 10 Cup Uncooked/20 Cup Cooked, Auto Keep Warm, 24-Hr Delay Timer\", \"asin\": \"B07CK58RPN\", \"price\": \"$75.99\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO CR-0633F | 6-Cup (Uncooked) Micom Rice Cooker | 9 Menu Options: White Rice, Brown Rice & More, Nonstick Inner Pot, Made in Korea | White\", \"asin\": \"B0C363Y7HX\", \"price\": \"$99.99\", \"quantity\": \"\"},\n {\"title\": \"Tiger JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White) Bundle with Rice Washing Bowl and Bamboo Spoon (3 Items)\", \"asin\": \"B0C47JGLNP\", \"price\": \"$144.99\", \"quantity\": \"\"},\n {\"title\": \"Tiger JKT-D Multi-Functional Induction Heating (IH) Electric Rice Cooker with 12 Cooking Settings (Silver Black)\", \"asin\": \"B08K3V5XRL\", \"price\": \"$249.99\", \"quantity\": \"\"},\n {\"title\": \"Toshiba Mini Rice Cooker, 3 Cups Uncooked Small Rice Cooker, Steamer & Warmer, With Fuzzy Logic And One-Touch Cooking, 24 Hour Delay Timer And Auto Keep Warm Feature, White\", \"asin\": \"B091TW6ND5\", \"price\": \"$89.99\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Rice Cooker 3 Cup Uncooked / 6 Cup Cooked, Modern Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, White (CR-0375FW)\", \"asin\": \"B0B4MYBLZQ\", \"price\": \"$77.99\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Korean Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, Silver (CR-0632F)\", \"asin\": \"B0831RL6XK\", \"price\": \"$83.61\", \"quantity\": \"\"},\n {\"title\": \"Tiger JKT-D Multi-Functional Induction Heating (IH) Electric Rice Cooker with 12 Cooking Settings (Silver Black)\", \"asin\": \"B08K3V5XRL\", \"price\": \"$249.99\", \"quantity\": \"\"},\n {\"title\": \"Toshiba Rice Cooker 6 Cup Uncooked \\u2013 Japanese Rice Cooker with Fuzzy Logic Technology, 7 Cooking Functions, Digital Display, 2 Delay Timers and Auto Keep Warm, Non-Stick Inner Pot, White\", \"asin\": \"B0838SMXFZ\", \"price\": \"$149.99\", \"quantity\": \"\"},\n {\"title\": \"COMFEE' Rice Cooker, Japanese Large Rice Cooker with Fuzzy Logic Technology, 11 Presets, 10 Cup Uncooked/20 Cup Cooked, Auto Keep Warm, 24-Hr Delay Timer\", \"asin\": \"B07CK58RPN\", \"price\": \"$75.99\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Micom Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Fuzzy Logic Electric Rice Cooker Small, Sticky Rice Maker with 12 Menu Modes, Nonstick Small Rice Cooker & Steamer, White / Red (CR-0655F)\", \"asin\": \"B01MQWFGKG\", \"price\": \"$79.99\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO CR-0675FW 6-Cup (Uncooked) / 12-Cup (Cooked) Micom Rice Cooker with Nonstick Inner Pot, 13 Menu Modes, LCD Display, Fuzzy Logic Tech, Auto Clean (White)\", \"asin\": \"B08WFNV82W\", \"price\": \"$82.99\", \"quantity\": \"\"},\n {\"title\": \"TOSHIBA Rice Cooker & Steamer Simple 5.5 Cup(Uncooked) with Steaming Basket, Removable Non-Stick Inner Pot & Inner Lid, for Soups, Stews, Grains&Oatmeal, One Touch&Keep Warm Function, Silvery White\", \"asin\": \"B0DW3R2SDJ\", \"price\": \"$44.99\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Micom Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Fuzzy Logic Electric Rice Cooker Small, Sticky Rice Maker with 12 Menu Modes, Nonstick Small Rice Cooker & Steamer, White / Red (CR-0655F)\", \"asin\": \"B01MQWFGKG\", \"price\": \"$79.99\", \"quantity\": \"\"},\n {\"title\": \"Tiger JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White) Bundle with Rice Washing Bowl and Bamboo Spoon (3 Items)\", \"asin\": \"B0C47JGLNP\", \"price\": \"$144.99\", \"quantity\": \"\"},\n {\"title\": \"Toshiba Rice Cooker 6 Cup Uncooked \\u2013 Japanese Rice Cooker with Fuzzy Logic Technology, 7 Cooking Functions, Digital Display, 2 Delay Timers and Auto Keep Warm, Non-Stick Inner Pot, White\", \"asin\": \"B0838SMXFZ\", \"price\": \"$149.99\", \"quantity\": \"\"},\n {\"title\": \"Toshiba Mini Rice Cooker, 3 Cups Uncooked Small Rice Cooker, Steamer & Warmer, With Fuzzy Logic And One-Touch Cooking, 24 Hour Delay Timer And Auto Keep Warm Feature, White\", \"asin\": \"B091TW6ND5\", \"price\": \"$89.99\", \"quantity\": \"\"},\n {\"title\": \"COMFEE' Rice Cooker, Japanese Large Rice Cooker with Fuzzy Logic Technology, 11 Presets, 10 Cup Uncooked/20 Cup Cooked, Auto Keep Warm, 24-Hr Delay Timer\", \"asin\": \"B07CK58RPN\", \"price\": \"$75.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Tiger\\u00a0JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White)\", \"asin\": \"B01L9SD3K0\", \"price\": \"$139.99\"},\n {\"title\": \"Tiger\\u00a0JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White) Bundle with Rice Washing Bowl and Bamboo Spoon (3 Items)\", \"asin\": \"B0C47JGLNP\", \"price\": \"$144.99\"},\n {\"title\": \"Zojirushi\\u00a0NL-DCC18CP Micom Rice Cooker and Warmer (Pearl Beige, 10 Cups)\", \"asin\": \"B09LVTVVTT\", \"price\": \"$170.00\"},\n {\"title\": \"Tiger\\u00a0Corporation JKT-D18U 10-Cup Capacity Induction Heating Electric Rice Cooker with 12 Menu Setting, 24-Hour Keep Warm Setting, Spatula and Measuring Cup (Black and Stainless Steel)\", \"asin\": \"B08K3S4W9T\", \"price\": \"$283.99\"},\n {\"title\": \"Tiger\\u00a0JAZ-A18U-FH 10-Cup (Uncooked) Rice Cooker and Warmer with Steam Basket, Floral White\", \"asin\": \"B000AOMTU0\", \"price\": \"$99.89\"},\n {\"title\": \"CUCKOO\\u00a0Rice Cooker 3 Cup Uncooked / 6 Cup Cooked, Modern Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, White (CR-0375FW)\", \"asin\": \"B0B4MYBLZQ\", \"price\": \"$77.99\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T21:55:17.173Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-14T21:55:17.173Z
|
click_product
|
B0838SMXFZ
|
rule
|
2025-04-14T21:55:17.173Z
|
train
| 1 |
2025-04-14T21:55:17.173Z
|
click_product
|
B0838SMXFZ
|
<|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 (Note that the thinking process should be within 300 words), 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|>
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
<|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": ""
}
],
"cart_items": [
{"title": "Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants", "asin": "B000HCNSWI", "price": "$9.97", "quantity": "1"},
{"title": "Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket", "asin": "B09B9Z26RZ", "price": "$23.99", "quantity": "1"},
{"title": "Waterproof Mattress Protector Queen Size Mattress Cover Cooling Mattress Pad Breathable Noiseless Soft Bed Protector Deep Pocket Fits 6\"-21\", Machine Washable (Queen, 1 Pack)", "asin": "B093R34XY6", "price": "$24.99", "quantity": "1"},
{"title": "Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)", "asin": "B07YBY374X", "price": "$3.98", "quantity": "1"}
],
"product_details": [
{
"asin": "B01L9SD3K0"
},
{
"title": "Tiger JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White)"
},
{
"price": "$139.99"
},
{
"bullet_list": "Prepare fluffy rice, steamed vegetables, slow-cooked meat, and more in the Tiger 4-in-1 rice cooker and warmer This versatile cooker features a digital control panel with 10 cooking settings for guess-free cooking. It automatically stops cooking when the selected program or timer elapses, and keeps food warm until you're ready to serve."
}
],
"product_quantity": [
{
"quantity": "1"
}
],
"promotion_items": [
{"title": "Toshiba Rice Cooker 6 Cup Uncooked \u2013 Japanese Rice Cooker with Fuzzy Logic Technology, 7 Cooking Functions, Digital Display, 2 Delay Timers and Auto Keep Warm, Non-Stick Inner Pot, White", "asin": "B0838SMXFZ", "price": "$149.99", "quantity": ""},
{"title": "Hamilton Beach Digital Programmable Rice Cooker & Food Steamer, 8 Cups Cooked (4 Uncooked), With Steam & Rinse Basket, Stainless Steel (37518)", "asin": "B0752VWV65", "price": "$41.10", "quantity": ""},
{"title": "COMFEE' Rice Cooker, Japanese Large Rice Cooker with Fuzzy Logic Technology, 11 Presets, 10 Cup Uncooked/20 Cup Cooked, Auto Keep Warm, 24-Hr Delay Timer", "asin": "B07CK58RPN", "price": "$75.99", "quantity": ""},
{"title": "CUCKOO CR-0633F | 6-Cup (Uncooked) Micom Rice Cooker | 9 Menu Options: White Rice, Brown Rice & More, Nonstick Inner Pot, Made in Korea | White", "asin": "B0C363Y7HX", "price": "$99.99", "quantity": ""},
{"title": "Tiger JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White) Bundle with Rice Washing Bowl and Bamboo Spoon (3 Items)", "asin": "B0C47JGLNP", "price": "$144.99", "quantity": ""},
{"title": "Tiger JKT-D Multi-Functional Induction Heating (IH) Electric Rice Cooker with 12 Cooking Settings (Silver Black)", "asin": "B08K3V5XRL", "price": "$249.99", "quantity": ""},
{"title": "Toshiba Mini Rice Cooker, 3 Cups Uncooked Small Rice Cooker, Steamer & Warmer, With Fuzzy Logic And One-Touch Cooking, 24 Hour Delay Timer And Auto Keep Warm Feature, White", "asin": "B091TW6ND5", "price": "$89.99", "quantity": ""},
{"title": "CUCKOO Rice Cooker 3 Cup Uncooked / 6 Cup Cooked, Modern Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, White (CR-0375FW)", "asin": "B0B4MYBLZQ", "price": "$77.99", "quantity": ""},
{"title": "CUCKOO Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Korean Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, Silver (CR-0632F)", "asin": "B0831RL6XK", "price": "$83.61", "quantity": ""},
{"title": "Tiger JKT-D Multi-Functional Induction Heating (IH) Electric Rice Cooker with 12 Cooking Settings (Silver Black)", "asin": "B08K3V5XRL", "price": "$249.99", "quantity": ""},
{"title": "Toshiba Rice Cooker 6 Cup Uncooked \u2013 Japanese Rice Cooker with Fuzzy Logic Technology, 7 Cooking Functions, Digital Display, 2 Delay Timers and Auto Keep Warm, Non-Stick Inner Pot, White", "asin": "B0838SMXFZ", "price": "$149.99", "quantity": ""},
{"title": "COMFEE' Rice Cooker, Japanese Large Rice Cooker with Fuzzy Logic Technology, 11 Presets, 10 Cup Uncooked/20 Cup Cooked, Auto Keep Warm, 24-Hr Delay Timer", "asin": "B07CK58RPN", "price": "$75.99", "quantity": ""},
{"title": "CUCKOO Micom Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Fuzzy Logic Electric Rice Cooker Small, Sticky Rice Maker with 12 Menu Modes, Nonstick Small Rice Cooker & Steamer, White / Red (CR-0655F)", "asin": "B01MQWFGKG", "price": "$79.99", "quantity": ""},
{"title": "CUCKOO CR-0675FW 6-Cup (Uncooked) / 12-Cup (Cooked) Micom Rice Cooker with Nonstick Inner Pot, 13 Menu Modes, LCD Display, Fuzzy Logic Tech, Auto Clean (White)", "asin": "B08WFNV82W", "price": "$82.99", "quantity": ""},
{"title": "TOSHIBA Rice Cooker & Steamer Simple 5.5 Cup(Uncooked) with Steaming Basket, Removable Non-Stick Inner Pot & Inner Lid, for Soups, Stews, Grains&Oatmeal, One Touch&Keep Warm Function, Silvery White", "asin": "B0DW3R2SDJ", "price": "$44.99", "quantity": ""},
{"title": "CUCKOO Micom Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Fuzzy Logic Electric Rice Cooker Small, Sticky Rice Maker with 12 Menu Modes, Nonstick Small Rice Cooker & Steamer, White / Red (CR-0655F)", "asin": "B01MQWFGKG", "price": "$79.99", "quantity": ""},
{"title": "Tiger JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White) Bundle with Rice Washing Bowl and Bamboo Spoon (3 Items)", "asin": "B0C47JGLNP", "price": "$144.99", "quantity": ""},
{"title": "Toshiba Rice Cooker 6 Cup Uncooked \u2013 Japanese Rice Cooker with Fuzzy Logic Technology, 7 Cooking Functions, Digital Display, 2 Delay Timers and Auto Keep Warm, Non-Stick Inner Pot, White", "asin": "B0838SMXFZ", "price": "$149.99", "quantity": ""},
{"title": "Toshiba Mini Rice Cooker, 3 Cups Uncooked Small Rice Cooker, Steamer & Warmer, With Fuzzy Logic And One-Touch Cooking, 24 Hour Delay Timer And Auto Keep Warm Feature, White", "asin": "B091TW6ND5", "price": "$89.99", "quantity": ""},
{"title": "COMFEE' Rice Cooker, Japanese Large Rice Cooker with Fuzzy Logic Technology, 11 Presets, 10 Cup Uncooked/20 Cup Cooked, Auto Keep Warm, 24-Hr Delay Timer", "asin": "B07CK58RPN", "price": "$75.99", "quantity": ""}
],
"comparison_items": [
{"title": "Tiger\u00a0JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White)", "asin": "B01L9SD3K0", "price": "$139.99"},
{"title": "Tiger\u00a0JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White) Bundle with Rice Washing Bowl and Bamboo Spoon (3 Items)", "asin": "B0C47JGLNP", "price": "$144.99"},
{"title": "Zojirushi\u00a0NL-DCC18CP Micom Rice Cooker and Warmer (Pearl Beige, 10 Cups)", "asin": "B09LVTVVTT", "price": "$170.00"},
{"title": "Tiger\u00a0Corporation JKT-D18U 10-Cup Capacity Induction Heating Electric Rice Cooker with 12 Menu Setting, 24-Hour Keep Warm Setting, Spatula and Measuring Cup (Black and Stainless Steel)", "asin": "B08K3S4W9T", "price": "$283.99"},
{"title": "Tiger\u00a0JAZ-A18U-FH 10-Cup (Uncooked) Rice Cooker and Warmer with Steam Basket, Floral White", "asin": "B000AOMTU0", "price": "$99.89"},
{"title": "CUCKOO\u00a0Rice Cooker 3 Cup Uncooked / 6 Cup Cooked, Modern Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, White (CR-0375FW)", "asin": "B0B4MYBLZQ", "price": "$77.99"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-14T21:55:17.173Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click_product</answer_action><answer_argument>B0838SMXFZ</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B0838SMXFZ</answer_argument>",
"index": 1,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants\", \"asin\": \"B000HCNSWI\", \"price\": \"$9.97\", \"quantity\": \"1\"},\n {\"title\": \"Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket\", \"asin\": \"B09B9Z26RZ\", \"price\": \"$23.99\", \"quantity\": \"1\"},\n {\"title\": \"Waterproof Mattress Protector Queen Size Mattress Cover Cooling Mattress Pad Breathable Noiseless Soft Bed Protector Deep Pocket Fits 6\\\"-21\\\", Machine Washable (Queen, 1 Pack)\", \"asin\": \"B093R34XY6\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)\", \"asin\": \"B07YBY374X\", \"price\": \"$3.98\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B01L9SD3K0\"\n},\n {\n \"title\": \"Tiger JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White)\"\n},\n {\n \"price\": \"$139.99\"\n},\n {\n \"bullet_list\": \"Prepare fluffy rice, steamed vegetables, slow-cooked meat, and more in the Tiger 4-in-1 rice cooker and warmer This versatile cooker features a digital control panel with 10 cooking settings for guess-free cooking. It automatically stops cooking when the selected program or timer elapses, and keeps food warm until you're ready to serve.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Toshiba Rice Cooker 6 Cup Uncooked \\u2013 Japanese Rice Cooker with Fuzzy Logic Technology, 7 Cooking Functions, Digital Display, 2 Delay Timers and Auto Keep Warm, Non-Stick Inner Pot, White\", \"asin\": \"B0838SMXFZ\", \"price\": \"$149.99\", \"quantity\": \"\"},\n {\"title\": \"Hamilton Beach Digital Programmable Rice Cooker & Food Steamer, 8 Cups Cooked (4 Uncooked), With Steam & Rinse Basket, Stainless Steel (37518)\", \"asin\": \"B0752VWV65\", \"price\": \"$41.10\", \"quantity\": \"\"},\n {\"title\": \"COMFEE' Rice Cooker, Japanese Large Rice Cooker with Fuzzy Logic Technology, 11 Presets, 10 Cup Uncooked/20 Cup Cooked, Auto Keep Warm, 24-Hr Delay Timer\", \"asin\": \"B07CK58RPN\", \"price\": \"$75.99\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO CR-0633F | 6-Cup (Uncooked) Micom Rice Cooker | 9 Menu Options: White Rice, Brown Rice & More, Nonstick Inner Pot, Made in Korea | White\", \"asin\": \"B0C363Y7HX\", \"price\": \"$99.99\", \"quantity\": \"\"},\n {\"title\": \"Tiger JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White) Bundle with Rice Washing Bowl and Bamboo Spoon (3 Items)\", \"asin\": \"B0C47JGLNP\", \"price\": \"$144.99\", \"quantity\": \"\"},\n {\"title\": \"Tiger JKT-D Multi-Functional Induction Heating (IH) Electric Rice Cooker with 12 Cooking Settings (Silver Black)\", \"asin\": \"B08K3V5XRL\", \"price\": \"$249.99\", \"quantity\": \"\"},\n {\"title\": \"Toshiba Mini Rice Cooker, 3 Cups Uncooked Small Rice Cooker, Steamer & Warmer, With Fuzzy Logic And One-Touch Cooking, 24 Hour Delay Timer And Auto Keep Warm Feature, White\", \"asin\": \"B091TW6ND5\", \"price\": \"$89.99\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Rice Cooker 3 Cup Uncooked / 6 Cup Cooked, Modern Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, White (CR-0375FW)\", \"asin\": \"B0B4MYBLZQ\", \"price\": \"$77.99\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Korean Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, Silver (CR-0632F)\", \"asin\": \"B0831RL6XK\", \"price\": \"$83.61\", \"quantity\": \"\"},\n {\"title\": \"Tiger JKT-D Multi-Functional Induction Heating (IH) Electric Rice Cooker with 12 Cooking Settings (Silver Black)\", \"asin\": \"B08K3V5XRL\", \"price\": \"$249.99\", \"quantity\": \"\"},\n {\"title\": \"Toshiba Rice Cooker 6 Cup Uncooked \\u2013 Japanese Rice Cooker with Fuzzy Logic Technology, 7 Cooking Functions, Digital Display, 2 Delay Timers and Auto Keep Warm, Non-Stick Inner Pot, White\", \"asin\": \"B0838SMXFZ\", \"price\": \"$149.99\", \"quantity\": \"\"},\n {\"title\": \"COMFEE' Rice Cooker, Japanese Large Rice Cooker with Fuzzy Logic Technology, 11 Presets, 10 Cup Uncooked/20 Cup Cooked, Auto Keep Warm, 24-Hr Delay Timer\", \"asin\": \"B07CK58RPN\", \"price\": \"$75.99\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Micom Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Fuzzy Logic Electric Rice Cooker Small, Sticky Rice Maker with 12 Menu Modes, Nonstick Small Rice Cooker & Steamer, White / Red (CR-0655F)\", \"asin\": \"B01MQWFGKG\", \"price\": \"$79.99\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO CR-0675FW 6-Cup (Uncooked) / 12-Cup (Cooked) Micom Rice Cooker with Nonstick Inner Pot, 13 Menu Modes, LCD Display, Fuzzy Logic Tech, Auto Clean (White)\", \"asin\": \"B08WFNV82W\", \"price\": \"$82.99\", \"quantity\": \"\"},\n {\"title\": \"TOSHIBA Rice Cooker & Steamer Simple 5.5 Cup(Uncooked) with Steaming Basket, Removable Non-Stick Inner Pot & Inner Lid, for Soups, Stews, Grains&Oatmeal, One Touch&Keep Warm Function, Silvery White\", \"asin\": \"B0DW3R2SDJ\", \"price\": \"$44.99\", \"quantity\": \"\"},\n {\"title\": \"CUCKOO Micom Rice Cooker 6 Cup Uncooked / 12 Cup Cooked, Fuzzy Logic Electric Rice Cooker Small, Sticky Rice Maker with 12 Menu Modes, Nonstick Small Rice Cooker & Steamer, White / Red (CR-0655F)\", \"asin\": \"B01MQWFGKG\", \"price\": \"$79.99\", \"quantity\": \"\"},\n {\"title\": \"Tiger JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White) Bundle with Rice Washing Bowl and Bamboo Spoon (3 Items)\", \"asin\": \"B0C47JGLNP\", \"price\": \"$144.99\", \"quantity\": \"\"},\n {\"title\": \"Toshiba Rice Cooker 6 Cup Uncooked \\u2013 Japanese Rice Cooker with Fuzzy Logic Technology, 7 Cooking Functions, Digital Display, 2 Delay Timers and Auto Keep Warm, Non-Stick Inner Pot, White\", \"asin\": \"B0838SMXFZ\", \"price\": \"$149.99\", \"quantity\": \"\"},\n {\"title\": \"Toshiba Mini Rice Cooker, 3 Cups Uncooked Small Rice Cooker, Steamer & Warmer, With Fuzzy Logic And One-Touch Cooking, 24 Hour Delay Timer And Auto Keep Warm Feature, White\", \"asin\": \"B091TW6ND5\", \"price\": \"$89.99\", \"quantity\": \"\"},\n {\"title\": \"COMFEE' Rice Cooker, Japanese Large Rice Cooker with Fuzzy Logic Technology, 11 Presets, 10 Cup Uncooked/20 Cup Cooked, Auto Keep Warm, 24-Hr Delay Timer\", \"asin\": \"B07CK58RPN\", \"price\": \"$75.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Tiger\\u00a0JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White)\", \"asin\": \"B01L9SD3K0\", \"price\": \"$139.99\"},\n {\"title\": \"Tiger\\u00a0JBV-S18U 10-Cup Microcomputer Controlled 4-in-1 Rice Cooker (White) Bundle with Rice Washing Bowl and Bamboo Spoon (3 Items)\", \"asin\": \"B0C47JGLNP\", \"price\": \"$144.99\"},\n {\"title\": \"Zojirushi\\u00a0NL-DCC18CP Micom Rice Cooker and Warmer (Pearl Beige, 10 Cups)\", \"asin\": \"B09LVTVVTT\", \"price\": \"$170.00\"},\n {\"title\": \"Tiger\\u00a0Corporation JKT-D18U 10-Cup Capacity Induction Heating Electric Rice Cooker with 12 Menu Setting, 24-Hour Keep Warm Setting, Spatula and Measuring Cup (Black and Stainless Steel)\", \"asin\": \"B08K3S4W9T\", \"price\": \"$283.99\"},\n {\"title\": \"Tiger\\u00a0JAZ-A18U-FH 10-Cup (Uncooked) Rice Cooker and Warmer with Steam Basket, Floral White\", \"asin\": \"B000AOMTU0\", \"price\": \"$99.89\"},\n {\"title\": \"CUCKOO\\u00a0Rice Cooker 3 Cup Uncooked / 6 Cup Cooked, Modern Fuzzy Logic Rice Cooker Small with Delay Timer & Keep Warm Setting, Versatile Food Steamer for Cooking, Non-Stick Inner Pot, White (CR-0375FW)\", \"asin\": \"B0B4MYBLZQ\", \"price\": \"$77.99\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T21:55:17.173Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"laroche-posay sunscreen\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"1\"},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"price\": \"$13.97\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Adjustable Keyboard and Piano Stand, Heavy-Duty Double-X-Shape - For School Musical Program, Choir, & Recitals, Black\", \"asin\": \"B07Q16JDH5\", \"price\": \"$37.39\", \"quantity\": \"1\"},\n {\"title\": \"Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants\", \"asin\": \"B000HCNSWI\", \"price\": \"$9.97\", \"quantity\": \"1\"},\n {\"title\": \"Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket\", \"asin\": \"B09B9Z26RZ\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\\\" Mattress Pad - Soft Washable Vinyl Free\", \"asin\": \"B093R34XY6\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)\", \"asin\": \"B07YBY374X\", \"price\": \"$4.49\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy\\n6.76 Fl Oz (Pack of 1)\", \"asin\": \"B0DLFRDD2Z\", \"price\": \"$30.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin\\n1.69 Fl Oz (Pack of 1)\", \"asin\": \"B09NR1DMVT\", \"price\": \"$36.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B0CM4JVK6H\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\\n3 Fl Oz (Pack of 1)\", \"asin\": \"B07HFHWNPH\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B0DFJJSYD2\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"\", \"asin\": \"B0CZP757GC\", \"price\": \"\", \"quantity\": \"\"},\n {\"title\": \"\", \"asin\": \"B0DFJV3PPB\", \"price\": \"\", \"quantity\": \"\"},\n {\"title\": \"PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\\n1.69 Fl Oz (Pack of 1)\", \"asin\": \"B0DWXHG9L8\", \"price\": \"$15.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\\n3 Fl Oz (Pack of 1)\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\\n1.7 Ounce (Pack of 1)\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"quantity\": \"\"},\n {\"title\": \"ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B0CV85FYPJ\", \"price\": \"$50.00\", \"quantity\": \"\"},\n {\"title\": \"Aveeno Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ\\n2 Fl Oz (Pack of 1)\", \"asin\": \"B08L8C6XCY\", \"price\": \"$14.49\", \"quantity\": \"\"},\n {\"title\": \"PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\\n1.69 Fl Oz (Pack of 1)\", \"asin\": \"B0DWXHG9L8\", \"price\": \"$15.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\\n3 Fl Oz (Pack of 1)\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\\n1.7 Ounce (Pack of 1)\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"quantity\": \"\"},\n {\"title\": \"ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B0CV85FYPJ\", \"price\": \"$50.00\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Paula's Choice RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free.\\\" Rated 4.5 out of 5 stars by 1745 reviews. Eligible for Prime.\",\n \"asin\": \"B00NGGFLTU\"\n},\n {\n \"title\": \"Go to detail page for \\\"Paula's Choice RESIST Super-Light Daily Wrinkle Defense SPF 30 Matte Tinted Face Moisturizer, UVA & UVB Protection, Mineral Sunscreen for Oily Skin, Fragrance-Free & Paraben-Free.\\\" Rated 4.4 out of 5 stars by 4121 reviews. Eligible for Prime.\",\n \"asin\": \"B00EYVRX0Q\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Anthelios Tinted Sunscreen SPF 40+, Broad Spectrum SPF + Antioxidants, Titanium Dioxide & Zinc Oxide Sunscreen, 4 Flexible Shades With No White Cast, Oil Free & Oxybenzone Free\", \"asin\": \"B007U54P36\", \"price\": \"$37.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\", \"asin\": \"B0DWXHG9L8\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01NCWV3KM\", \"price\": \"$21.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B002CML1VG\", \"price\": \"$37.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size\", \"asin\": \"B01A0NT3D6\", \"price\": \"$17.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free\", \"asin\": \"B07YGVSGMW\", \"price\": \"$24.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Light Fluid Facial Sunscreen SPF 60, Lightweight Sunscreen For Face, Fluid Texture, Broad Spectrum SPF + Antioxidants, Oil Free & Oxybenzone Free, Travel Size 1.7 Fl. Oz.\", \"asin\": \"B002CML1XE\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin\", \"asin\": \"B09NR1DMVT\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"B0DG2QN9XF\", \"price\": \"$14.88\", \"delivery\": \"FREE delivery Sat, Apr 26 for Prime members\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\", \"asin\": \"B0CV85FYPJ\", \"price\": \"$50.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Anthelios Ultra-Light Sunscreen Spray Lotion SPF 60, Spray Sunscreen For Face & Body, Broad Spectrum SPF + Antioxidants, Oil Free, Alcohol Free, Water Resistant 80 Min., 5 Fl. Oz.\", \"asin\": \"B007EUSL5U\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Anthelios AOX Daily Antioxidant Serum with SPF, Face Moisturizer with Sunscreen and Vitamin C & E, Oil Free Face Sunscreen for Sensitive Skin, Moisturizing Sun Protection\", \"asin\": \"B00TBJWR0M\", \"price\": \"$42.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free\", \"asin\": \"B0CM4JVK6H\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Anthelios Mineral Sunscreen SPF 50 Gentle Lotion, Broad Spectrum SPF + Antioxidants, Face & Body Sunscreen, Titanium Dioxide & Zinc Oxide, Oxybenzone Free, Oil Free\", \"asin\": \"B07HF7VMXZ\", \"price\": \"$25.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Ultimate Sun Protector Lotion - Invisible Broad-Spectrum Sunscreen for Face & Body - Lightweight Formula - All Skin Types\", \"asin\": \"B0CV1XSJZ2\", \"price\": \"$25.00\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Vitamin E Vitalizing Face Sunscreen SPF 50, 1.69 fl oz, SPF Moisturizer, Lightweight under Makeup, Travel Essentials, Summer Essentials, Korean Skin Care, Korean Sunscreen for Face\", \"asin\": \"B09ZY7468X\", \"price\": \"$20.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free\", \"asin\": \"B0BMDG8BHX\", \"price\": \"$32.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"price\": \"$13.97\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Mela B3 UV Daily Sunscreen, Face Moisturizer With SPF 30 + Anti-Aging Melasyl + 5% Niacinamide, Helps Correct & Protect From Sun Damage, Face Sunscreen With No White Cast, 40ML\", \"asin\": \"B0CPJGZ2RL\", \"price\": \"$32.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Cicaplast Balm B5 UV SPF 50, Vitamin B5 + Shea Butter + Tribioma + Madecassoside + Zinc Oxide Sunscreen, Post Treatment Skin Protectant With SPF, Multi-Purpose Cream For Dry Skin\", \"asin\": \"B0CZM9MCMK\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110\", \"asin\": \"B0DP5ZPRXC\", \"price\": \"$20.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\", \"asin\": \"B08CFVM1TT\", \"price\": \"$38.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ\", \"asin\": \"B08L8C6XCY\", \"price\": \"$14.49\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 30\", \"asin\": \"B00I8NUF2O\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy\", \"asin\": \"B0DLFRDD2Z\", \"price\": \"$30.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 60\", \"asin\": \"B00TBJWP9K\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Anthelios 100% Mineral Sunscreen Moisturizer with Hyaluronic Acid, Broad Spectrum SPF 30 Face Sunscreen with Zinc Oxide & Titanium Dioxide, 1.7 fl. oz.\", \"asin\": \"B08Q5JP59X\", \"price\": \"$37.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"La Roche Posay Anthelios UV Clear Sunscreen SPF 50, Daily Sunscreen for Face with Azelaic Acid, Broad Spectrum Invisible SPF Protection for Acne and Rosacea Prone Skin\", \"asin\": \"B0DFJV3PPB\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin\", \"asin\": \"B0DFJJSYD2\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Toleriane Purifying Foaming Facial Cleanser, Niacinamide + Ceramides + Prebiotic Thermal Water, Oil Free Face Wash For Oily Skin, Pore Cleanser Safe For Sensitive Skin, Soap Free\", \"asin\": \"B01N34XW93\", \"price\": \"$15.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Protect + Hydrate Moisturizing Body Sunscreen Lotion with Broad Spectrum SPF 60 & Prebiotic Oat, Weightless & Refreshing Feel, Paraben-Free, Oil-Free, Oxybenzone-Free, 3.0 fl. oz\", \"asin\": \"B08K9HFC31\", \"price\": \"$13.81\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Hyalu B5 Pure Hyaluronic Acid Serum for Face, Vitamin B5 + Hyaluronic Acid + Madecassoside, Hydrating Serum Visibly Plumps Skin, Sensitive Skin Safe, Anti Aging, Oil-Free\", \"asin\": \"B075VX4QVM\", \"price\": \"$37.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\", \"asin\": \"B0DWXHG9L8\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Toleriane Double Repair Matte Face Moisturizer, Daily Moisturizer For Oily Skin With Ceramide And Niacinamide For All Skin Tones, Oil Free, Non-Comedogenic\", \"asin\": \"B09N13T8TL\", \"price\": \"$23.49\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Mela B3 Serum, Dark Spot Corrector With Anti-Aging Melasyl + 10% Niacinamide, Discoloration Correcting Serum for Sun Spots, Age Spots & Post-Acne Marks\", \"asin\": \"B0CM4B43DZ\", \"price\": \"$42.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Complete+ Face Moisturizer with Sunscreen SPF 40, For Sensitive Skin, Broad Spectrum Sun Protection, Fragrence-Free - No White Cast on All Tones, Nourishes Moisture Barrier - Ceramides, 6 Oz\", \"asin\": \"B0CPL24B5X\", \"price\": \"$19.94\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"UV Clear Face Sunscreen SPF 46, Oil Free Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen\", \"asin\": \"B002MSN3QQ\", \"price\": \"$44.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Lipikar AP+ Triple Repair Moisturizing Cream | Face & Body Lotion For Dry Skin | Shea Butter & Niacinamide Moisturizer | Gentle Face & Body Cream For Dry, Rough & Sensitive Skin\", \"asin\": \"B0BVSVWCS8\", \"price\": \"$29.98\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Kids SPF 50 Brush On Mineral Sunscreen Powder, Reef-Friendly, Easy to Apply for Kids, Babies & Parents\", \"asin\": \"B0CGT9W5WX\", \"price\": \"$25.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Toleriane Dermallergo Ultra Soothing Repair Face Moisturizer for Sensitive Skin, Gentle Moisturizing Face Cream for Dry Skin, Packaging May Vary, Formerly Toleriane Ultra\", \"asin\": \"B004JKNYL4\", \"price\": \"$31.97\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"UV Daily SPF 40 Face Sunscreen Moisturizer with Zinc Oxide, Daily Face Moisturizer with SPF, Sunscreen, 1.7 oz Pump\", \"asin\": \"B00464EC1E\", \"price\": \"$40.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Gift Sets, Double Repair Face Moisturizer & Purifying Foaming Cleanser, Tinted Mineral SPF 50 & Hydrating Gentle Cleanser, Medicated Gel Wash & Matte Moisturizer\", \"asin\": \"B0DMHCR4YR\", \"price\": \"$116.97\", \"delivery\": \"Delivery Wed, Apr 23\"},\n {\"title\": \"Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110\", \"asin\": \"B0DP5ZPRXC\", \"price\": \"$20.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Thermal Spring Water, Face Mist Hydrating Spray with Antioxidants to Hydrate and Soothe Skin, Facial Spray\", \"asin\": \"B000V3O732\", \"price\": \"$19.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"\\ud835\\udc36\\ud835\\udc52\\ud835\\udc5b\\ud835\\udc61\\ud835\\udc52\\ud835\\udc59\\ud835\\udc59\\u00e1 Sunscreen SPF 50, Hyalu Cica Water-Fit Sun Serum, Face Sun Screen Long-Lasting Protection, Cen-tella Madagascar Sunscreen, NO White Cast - Dry Oily Skincare (Blue 1)\", \"asin\": \"B0D44ZKMKD\", \"price\": \"$12.49\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"UV Clear Tinted Face Sunscreen, SPF 46 Oil- Free Tinted Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen, 1.7 oz Pump\", \"asin\": \"B00ZPWR0N8\", \"price\": \"$42.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Airy Sunstick Protection Bar Broad Spectrum SPF50+ 0.81 oz / 23 g (Semi- matte) | Korean Suncreen Stick Suncare Sunblock, No Whitecast, Protector Solar Barra, Water resistant\", \"asin\": \"B0C45CK57M\", \"price\": \"$18.79\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\", \"asin\": \"B08CFVM1TT\", \"price\": \"$38.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free\", \"asin\": \"B00NGGFLTU\", \"price\": \"$39.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Sun Tinted Sensitive Mineral Face Sunscreen Lotion SPF 35, Non-Comedogenic Mineral Sunscreen with Gentle Zinc Oxide Protection for Sensitive Skin, 1.7 Fl Oz Bottle\", \"asin\": \"B0BF3831F6\", \"price\": \"$15.98\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Waterfull Tone-Up Sunscreen Serum BROAD SPECTRUM SPF 50 + Korean Sunscreen for Face, All Skin Tones, Sweat Proof Formula (1.69 fl.oz.)\", \"asin\": \"B0DKJ3BX2F\", \"price\": \"$19.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T03:46:35.308Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T03:46:35.308Z
|
click
|
nav_bar
|
rule
|
2025-04-22T03:46:35.308Z
|
train
| 2 |
2025-04-22T03:46:35.308Z
|
click
|
nav_bar
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
<|memory_end|>
<|action_start|>
<|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": "laroche-posay sunscreen"
}
],
"cart_items": [
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68", "quantity": "1"},
{"title": "CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "price": "$13.97", "quantity": "1"},
{"title": "Amazon Basics Adjustable Keyboard and Piano Stand, Heavy-Duty Double-X-Shape - For School Musical Program, Choir, & Recitals, Black", "asin": "B07Q16JDH5", "price": "$37.39", "quantity": "1"},
{"title": "Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants", "asin": "B000HCNSWI", "price": "$9.97", "quantity": "1"},
{"title": "Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket", "asin": "B09B9Z26RZ", "price": "$29.99", "quantity": "1"},
{"title": "Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\" Mattress Pad - Soft Washable Vinyl Free", "asin": "B093R34XY6", "price": "$24.99", "quantity": "1"},
{"title": "Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)", "asin": "B07YBY374X", "price": "$4.49", "quantity": "1"}
],
"promotion_items": [
{"title": "La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy\n6.76 Fl Oz (Pack of 1)", "asin": "B0DLFRDD2Z", "price": "$30.99", "quantity": ""},
{"title": "La Roche-Posay Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin\n1.69 Fl Oz (Pack of 1)", "asin": "B09NR1DMVT", "price": "$36.99", "quantity": ""},
{"title": "La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free\n1.7 Fl Oz (Pack of 1)", "asin": "B0CM4JVK6H", "price": "$39.99", "quantity": ""},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\n3 Fl Oz (Pack of 1)", "asin": "B07HFHWNPH", "price": "$25.99", "quantity": ""},
{"title": "La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin\n1.7 Fl Oz (Pack of 1)", "asin": "B0DFJJSYD2", "price": "$39.99", "quantity": ""},
{"title": "", "asin": "B0CZP757GC", "price": "", "quantity": ""},
{"title": "", "asin": "B0DFJV3PPB", "price": "", "quantity": ""},
{"title": "PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\n1.69 Fl Oz (Pack of 1)", "asin": "B0DWXHG9L8", "price": "$15.99", "quantity": ""},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\n3 Fl Oz (Pack of 1)", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": ""},
{"title": "EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\n1.7 Ounce (Pack of 1)", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
{"title": "ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\n1.7 Fl Oz (Pack of 1)", "asin": "B0CV85FYPJ", "price": "$50.00", "quantity": ""},
{"title": "Aveeno Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ\n2 Fl Oz (Pack of 1)", "asin": "B08L8C6XCY", "price": "$14.49", "quantity": ""},
{"title": "PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\n1.69 Fl Oz (Pack of 1)", "asin": "B0DWXHG9L8", "price": "$15.99", "quantity": ""},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\n3 Fl Oz (Pack of 1)", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": ""},
{"title": "EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\n1.7 Ounce (Pack of 1)", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
{"title": "ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\n1.7 Fl Oz (Pack of 1)", "asin": "B0CV85FYPJ", "price": "$50.00", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\n1.7 Fl Oz (Pack of 1)", "asin": "B09MV3MHJD", "price": "$14.88", "quantity": ""}
],
"ads": [
{
"title": "Go to detail page for \"Paula's Choice RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free.\" Rated 4.5 out of 5 stars by 1745 reviews. Eligible for Prime.",
"asin": "B00NGGFLTU"
},
{
"title": "Go to detail page for \"Paula's Choice RESIST Super-Light Daily Wrinkle Defense SPF 30 Matte Tinted Face Moisturizer, UVA & UVB Protection, Mineral Sunscreen for Oily Skin, Fragrance-Free & Paraben-Free.\" Rated 4.4 out of 5 stars by 4121 reviews. Eligible for Prime.",
"asin": "B00EYVRX0Q"
}
],
"search_results": [
{"title": "Anthelios Tinted Sunscreen SPF 40+, Broad Spectrum SPF + Antioxidants, Titanium Dioxide & Zinc Oxide Sunscreen, 4 Flexible Shades With No White Cast, Oil Free & Oxybenzone Free", "asin": "B007U54P36", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "B09MV3MHJD", "price": "$14.88", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz", "asin": "B0DWXHG9L8", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01NCWV3KM", "price": "$21.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B002CML1VG", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size", "asin": "B01A0NT3D6", "price": "$17.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free", "asin": "B07YGVSGMW", "price": "$24.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Anthelios Light Fluid Facial Sunscreen SPF 60, Lightweight Sunscreen For Face, Fluid Texture, Broad Spectrum SPF + Antioxidants, Oil Free & Oxybenzone Free, Travel Size 1.7 Fl. Oz.", "asin": "B002CML1XE", "price": "$32.99", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
{"title": "Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin", "asin": "B09NR1DMVT", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin", "asin": "B00J5KDCO2", "price": "$42.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "B0DG2QN9XF", "price": "$14.88", "delivery": "FREE delivery Sat, Apr 26 for Prime members"},
{"title": "Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack", "asin": "B004D2DR0Q", "price": "$16.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+", "asin": "B0CV85FYPJ", "price": "$50.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Anthelios Ultra-Light Sunscreen Spray Lotion SPF 60, Spray Sunscreen For Face & Body, Broad Spectrum SPF + Antioxidants, Oil Free, Alcohol Free, Water Resistant 80 Min., 5 Fl. Oz.", "asin": "B007EUSL5U", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Anthelios AOX Daily Antioxidant Serum with SPF, Face Moisturizer with Sunscreen and Vitamin C & E, Oil Free Face Sunscreen for Sensitive Skin, Moisturizing Sun Protection", "asin": "B00TBJWR0M", "price": "$42.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free", "asin": "B0CM4JVK6H", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Anthelios Mineral Sunscreen SPF 50 Gentle Lotion, Broad Spectrum SPF + Antioxidants, Face & Body Sunscreen, Titanium Dioxide & Zinc Oxide, Oxybenzone Free, Oil Free", "asin": "B07HF7VMXZ", "price": "$25.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Ultimate Sun Protector Lotion - Invisible Broad-Spectrum Sunscreen for Face & Body - Lightweight Formula - All Skin Types", "asin": "B0CV1XSJZ2", "price": "$25.00", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Vitamin E Vitalizing Face Sunscreen SPF 50, 1.69 fl oz, SPF Moisturizer, Lightweight under Makeup, Travel Essentials, Summer Essentials, Korean Skin Care, Korean Sunscreen for Face", "asin": "B09ZY7468X", "price": "$20.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size", "asin": "B00HNSSV0S", "price": "$9.88", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "price": "$9.88", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free", "asin": "B0BMDG8BHX", "price": "$32.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "price": "$13.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Mela B3 UV Daily Sunscreen, Face Moisturizer With SPF 30 + Anti-Aging Melasyl + 5% Niacinamide, Helps Correct & Protect From Sun Damage, Face Sunscreen With No White Cast, 40ML", "asin": "B0CPJGZ2RL", "price": "$32.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Cicaplast Balm B5 UV SPF 50, Vitamin B5 + Shea Butter + Tribioma + Madecassoside + Zinc Oxide Sunscreen, Post Treatment Skin Protectant With SPF, Multi-Purpose Cream For Dry Skin", "asin": "B0CZM9MCMK", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110", "asin": "B0DP5ZPRXC", "price": "$20.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz", "asin": "B08CFVM1TT", "price": "$38.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ", "asin": "B08L8C6XCY", "price": "$14.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 30", "asin": "B00I8NUF2O", "price": "$37.99", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
{"title": "La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy", "asin": "B0DLFRDD2Z", "price": "$30.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 60", "asin": "B00TBJWP9K", "price": "$37.99", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Anthelios 100% Mineral Sunscreen Moisturizer with Hyaluronic Acid, Broad Spectrum SPF 30 Face Sunscreen with Zinc Oxide & Titanium Dioxide, 1.7 fl. oz.", "asin": "B08Q5JP59X", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "La Roche Posay Anthelios UV Clear Sunscreen SPF 50, Daily Sunscreen for Face with Azelaic Acid, Broad Spectrum Invisible SPF Protection for Acne and Rosacea Prone Skin", "asin": "B0DFJV3PPB", "price": "$39.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin", "asin": "B0DFJJSYD2", "price": "$39.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Toleriane Purifying Foaming Facial Cleanser, Niacinamide + Ceramides + Prebiotic Thermal Water, Oil Free Face Wash For Oily Skin, Pore Cleanser Safe For Sensitive Skin, Soap Free", "asin": "B01N34XW93", "price": "$15.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Protect + Hydrate Moisturizing Body Sunscreen Lotion with Broad Spectrum SPF 60 & Prebiotic Oat, Weightless & Refreshing Feel, Paraben-Free, Oil-Free, Oxybenzone-Free, 3.0 fl. oz", "asin": "B08K9HFC31", "price": "$13.81", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Hyalu B5 Pure Hyaluronic Acid Serum for Face, Vitamin B5 + Hyaluronic Acid + Madecassoside, Hydrating Serum Visibly Plumps Skin, Sensitive Skin Safe, Anti Aging, Oil-Free", "asin": "B075VX4QVM", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "B09MV3MHJD", "price": "$14.88", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz", "asin": "B0DWXHG9L8", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Toleriane Double Repair Matte Face Moisturizer, Daily Moisturizer For Oily Skin With Ceramide And Niacinamide For All Skin Tones, Oil Free, Non-Comedogenic", "asin": "B09N13T8TL", "price": "$23.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Mela B3 Serum, Dark Spot Corrector With Anti-Aging Melasyl + 10% Niacinamide, Discoloration Correcting Serum for Sun Spots, Age Spots & Post-Acne Marks", "asin": "B0CM4B43DZ", "price": "$42.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Complete+ Face Moisturizer with Sunscreen SPF 40, For Sensitive Skin, Broad Spectrum Sun Protection, Fragrence-Free - No White Cast on All Tones, Nourishes Moisture Barrier - Ceramides, 6 Oz", "asin": "B0CPL24B5X", "price": "$19.94", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "UV Clear Face Sunscreen SPF 46, Oil Free Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen", "asin": "B002MSN3QQ", "price": "$44.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Lipikar AP+ Triple Repair Moisturizing Cream | Face & Body Lotion For Dry Skin | Shea Butter & Niacinamide Moisturizer | Gentle Face & Body Cream For Dry, Rough & Sensitive Skin", "asin": "B0BVSVWCS8", "price": "$29.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Kids SPF 50 Brush On Mineral Sunscreen Powder, Reef-Friendly, Easy to Apply for Kids, Babies & Parents", "asin": "B0CGT9W5WX", "price": "$25.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack", "asin": "B004D2DR0Q", "price": "$16.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Toleriane Dermallergo Ultra Soothing Repair Face Moisturizer for Sensitive Skin, Gentle Moisturizing Face Cream for Dry Skin, Packaging May Vary, Formerly Toleriane Ultra", "asin": "B004JKNYL4", "price": "$31.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "UV Daily SPF 40 Face Sunscreen Moisturizer with Zinc Oxide, Daily Face Moisturizer with SPF, Sunscreen, 1.7 oz Pump", "asin": "B00464EC1E", "price": "$40.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin", "asin": "B00J5KDCO2", "price": "$42.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Gift Sets, Double Repair Face Moisturizer & Purifying Foaming Cleanser, Tinted Mineral SPF 50 & Hydrating Gentle Cleanser, Medicated Gel Wash & Matte Moisturizer", "asin": "B0DMHCR4YR", "price": "$116.97", "delivery": "Delivery Wed, Apr 23"},
{"title": "Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110", "asin": "B0DP5ZPRXC", "price": "$20.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Thermal Spring Water, Face Mist Hydrating Spray with Antioxidants to Hydrate and Soothe Skin, Facial Spray", "asin": "B000V3O732", "price": "$19.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "\ud835\udc36\ud835\udc52\ud835\udc5b\ud835\udc61\ud835\udc52\ud835\udc59\ud835\udc59\u00e1 Sunscreen SPF 50, Hyalu Cica Water-Fit Sun Serum, Face Sun Screen Long-Lasting Protection, Cen-tella Madagascar Sunscreen, NO White Cast - Dry Oily Skincare (Blue 1)", "asin": "B0D44ZKMKD", "price": "$12.49", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "UV Clear Tinted Face Sunscreen, SPF 46 Oil- Free Tinted Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen, 1.7 oz Pump", "asin": "B00ZPWR0N8", "price": "$42.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Airy Sunstick Protection Bar Broad Spectrum SPF50+ 0.81 oz / 23 g (Semi- matte) | Korean Suncreen Stick Suncare Sunblock, No Whitecast, Protector Solar Barra, Water resistant", "asin": "B0C45CK57M", "price": "$18.79", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz", "asin": "B08CFVM1TT", "price": "$38.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free", "asin": "B00NGGFLTU", "price": "$39.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Sun Tinted Sensitive Mineral Face Sunscreen Lotion SPF 35, Non-Comedogenic Mineral Sunscreen with Gentle Zinc Oxide Protection for Sensitive Skin, 1.7 Fl Oz Bottle", "asin": "B0BF3831F6", "price": "$15.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Waterfull Tone-Up Sunscreen Serum BROAD SPECTRUM SPF 50 + Korean Sunscreen for Face, All Skin Tones, Sweat Proof Formula (1.69 fl.oz.)", "asin": "B0DKJ3BX2F", "price": "$19.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T03:46:35.308Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"index": 2,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"laroche-posay sunscreen\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"1\"},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"price\": \"$13.97\", \"quantity\": \"1\"},\n {\"title\": \"Amazon Basics Adjustable Keyboard and Piano Stand, Heavy-Duty Double-X-Shape - For School Musical Program, Choir, & Recitals, Black\", \"asin\": \"B07Q16JDH5\", \"price\": \"$37.39\", \"quantity\": \"1\"},\n {\"title\": \"Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants\", \"asin\": \"B000HCNSWI\", \"price\": \"$9.97\", \"quantity\": \"1\"},\n {\"title\": \"Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket\", \"asin\": \"B09B9Z26RZ\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\\\" Mattress Pad - Soft Washable Vinyl Free\", \"asin\": \"B093R34XY6\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)\", \"asin\": \"B07YBY374X\", \"price\": \"$4.49\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy\\n6.76 Fl Oz (Pack of 1)\", \"asin\": \"B0DLFRDD2Z\", \"price\": \"$30.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin\\n1.69 Fl Oz (Pack of 1)\", \"asin\": \"B09NR1DMVT\", \"price\": \"$36.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B0CM4JVK6H\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\\n3 Fl Oz (Pack of 1)\", \"asin\": \"B07HFHWNPH\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B0DFJJSYD2\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"\", \"asin\": \"B0CZP757GC\", \"price\": \"\", \"quantity\": \"\"},\n {\"title\": \"\", \"asin\": \"B0DFJV3PPB\", \"price\": \"\", \"quantity\": \"\"},\n {\"title\": \"PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\\n1.69 Fl Oz (Pack of 1)\", \"asin\": \"B0DWXHG9L8\", \"price\": \"$15.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\\n3 Fl Oz (Pack of 1)\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\\n1.7 Ounce (Pack of 1)\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"quantity\": \"\"},\n {\"title\": \"ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B0CV85FYPJ\", \"price\": \"$50.00\", \"quantity\": \"\"},\n {\"title\": \"Aveeno Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ\\n2 Fl Oz (Pack of 1)\", \"asin\": \"B08L8C6XCY\", \"price\": \"$14.49\", \"quantity\": \"\"},\n {\"title\": \"PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\\n1.69 Fl Oz (Pack of 1)\", \"asin\": \"B0DWXHG9L8\", \"price\": \"$15.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\\n3 Fl Oz (Pack of 1)\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\\n1.7 Ounce (Pack of 1)\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"quantity\": \"\"},\n {\"title\": \"ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B0CV85FYPJ\", \"price\": \"$50.00\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Paula's Choice RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free.\\\" Rated 4.5 out of 5 stars by 1745 reviews. Eligible for Prime.\",\n \"asin\": \"B00NGGFLTU\"\n},\n {\n \"title\": \"Go to detail page for \\\"Paula's Choice RESIST Super-Light Daily Wrinkle Defense SPF 30 Matte Tinted Face Moisturizer, UVA & UVB Protection, Mineral Sunscreen for Oily Skin, Fragrance-Free & Paraben-Free.\\\" Rated 4.4 out of 5 stars by 4121 reviews. Eligible for Prime.\",\n \"asin\": \"B00EYVRX0Q\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Anthelios Tinted Sunscreen SPF 40+, Broad Spectrum SPF + Antioxidants, Titanium Dioxide & Zinc Oxide Sunscreen, 4 Flexible Shades With No White Cast, Oil Free & Oxybenzone Free\", \"asin\": \"B007U54P36\", \"price\": \"$37.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\", \"asin\": \"B0DWXHG9L8\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01NCWV3KM\", \"price\": \"$21.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B002CML1VG\", \"price\": \"$37.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size\", \"asin\": \"B01A0NT3D6\", \"price\": \"$17.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free\", \"asin\": \"B07YGVSGMW\", \"price\": \"$24.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Light Fluid Facial Sunscreen SPF 60, Lightweight Sunscreen For Face, Fluid Texture, Broad Spectrum SPF + Antioxidants, Oil Free & Oxybenzone Free, Travel Size 1.7 Fl. Oz.\", \"asin\": \"B002CML1XE\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin\", \"asin\": \"B09NR1DMVT\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"B0DG2QN9XF\", \"price\": \"$14.88\", \"delivery\": \"FREE delivery Sat, Apr 26 for Prime members\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\", \"asin\": \"B0CV85FYPJ\", \"price\": \"$50.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Anthelios Ultra-Light Sunscreen Spray Lotion SPF 60, Spray Sunscreen For Face & Body, Broad Spectrum SPF + Antioxidants, Oil Free, Alcohol Free, Water Resistant 80 Min., 5 Fl. Oz.\", \"asin\": \"B007EUSL5U\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Anthelios AOX Daily Antioxidant Serum with SPF, Face Moisturizer with Sunscreen and Vitamin C & E, Oil Free Face Sunscreen for Sensitive Skin, Moisturizing Sun Protection\", \"asin\": \"B00TBJWR0M\", \"price\": \"$42.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free\", \"asin\": \"B0CM4JVK6H\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Anthelios Mineral Sunscreen SPF 50 Gentle Lotion, Broad Spectrum SPF + Antioxidants, Face & Body Sunscreen, Titanium Dioxide & Zinc Oxide, Oxybenzone Free, Oil Free\", \"asin\": \"B07HF7VMXZ\", \"price\": \"$25.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Ultimate Sun Protector Lotion - Invisible Broad-Spectrum Sunscreen for Face & Body - Lightweight Formula - All Skin Types\", \"asin\": \"B0CV1XSJZ2\", \"price\": \"$25.00\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Vitamin E Vitalizing Face Sunscreen SPF 50, 1.69 fl oz, SPF Moisturizer, Lightweight under Makeup, Travel Essentials, Summer Essentials, Korean Skin Care, Korean Sunscreen for Face\", \"asin\": \"B09ZY7468X\", \"price\": \"$20.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free\", \"asin\": \"B0BMDG8BHX\", \"price\": \"$32.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"price\": \"$13.97\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Mela B3 UV Daily Sunscreen, Face Moisturizer With SPF 30 + Anti-Aging Melasyl + 5% Niacinamide, Helps Correct & Protect From Sun Damage, Face Sunscreen With No White Cast, 40ML\", \"asin\": \"B0CPJGZ2RL\", \"price\": \"$32.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Cicaplast Balm B5 UV SPF 50, Vitamin B5 + Shea Butter + Tribioma + Madecassoside + Zinc Oxide Sunscreen, Post Treatment Skin Protectant With SPF, Multi-Purpose Cream For Dry Skin\", \"asin\": \"B0CZM9MCMK\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110\", \"asin\": \"B0DP5ZPRXC\", \"price\": \"$20.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\", \"asin\": \"B08CFVM1TT\", \"price\": \"$38.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ\", \"asin\": \"B08L8C6XCY\", \"price\": \"$14.49\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 30\", \"asin\": \"B00I8NUF2O\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy\", \"asin\": \"B0DLFRDD2Z\", \"price\": \"$30.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 60\", \"asin\": \"B00TBJWP9K\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Anthelios 100% Mineral Sunscreen Moisturizer with Hyaluronic Acid, Broad Spectrum SPF 30 Face Sunscreen with Zinc Oxide & Titanium Dioxide, 1.7 fl. oz.\", \"asin\": \"B08Q5JP59X\", \"price\": \"$37.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"La Roche Posay Anthelios UV Clear Sunscreen SPF 50, Daily Sunscreen for Face with Azelaic Acid, Broad Spectrum Invisible SPF Protection for Acne and Rosacea Prone Skin\", \"asin\": \"B0DFJV3PPB\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin\", \"asin\": \"B0DFJJSYD2\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Toleriane Purifying Foaming Facial Cleanser, Niacinamide + Ceramides + Prebiotic Thermal Water, Oil Free Face Wash For Oily Skin, Pore Cleanser Safe For Sensitive Skin, Soap Free\", \"asin\": \"B01N34XW93\", \"price\": \"$15.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Protect + Hydrate Moisturizing Body Sunscreen Lotion with Broad Spectrum SPF 60 & Prebiotic Oat, Weightless & Refreshing Feel, Paraben-Free, Oil-Free, Oxybenzone-Free, 3.0 fl. oz\", \"asin\": \"B08K9HFC31\", \"price\": \"$13.81\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Hyalu B5 Pure Hyaluronic Acid Serum for Face, Vitamin B5 + Hyaluronic Acid + Madecassoside, Hydrating Serum Visibly Plumps Skin, Sensitive Skin Safe, Anti Aging, Oil-Free\", \"asin\": \"B075VX4QVM\", \"price\": \"$37.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\", \"asin\": \"B0DWXHG9L8\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Toleriane Double Repair Matte Face Moisturizer, Daily Moisturizer For Oily Skin With Ceramide And Niacinamide For All Skin Tones, Oil Free, Non-Comedogenic\", \"asin\": \"B09N13T8TL\", \"price\": \"$23.49\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Mela B3 Serum, Dark Spot Corrector With Anti-Aging Melasyl + 10% Niacinamide, Discoloration Correcting Serum for Sun Spots, Age Spots & Post-Acne Marks\", \"asin\": \"B0CM4B43DZ\", \"price\": \"$42.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Complete+ Face Moisturizer with Sunscreen SPF 40, For Sensitive Skin, Broad Spectrum Sun Protection, Fragrence-Free - No White Cast on All Tones, Nourishes Moisture Barrier - Ceramides, 6 Oz\", \"asin\": \"B0CPL24B5X\", \"price\": \"$19.94\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"UV Clear Face Sunscreen SPF 46, Oil Free Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen\", \"asin\": \"B002MSN3QQ\", \"price\": \"$44.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Lipikar AP+ Triple Repair Moisturizing Cream | Face & Body Lotion For Dry Skin | Shea Butter & Niacinamide Moisturizer | Gentle Face & Body Cream For Dry, Rough & Sensitive Skin\", \"asin\": \"B0BVSVWCS8\", \"price\": \"$29.98\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Kids SPF 50 Brush On Mineral Sunscreen Powder, Reef-Friendly, Easy to Apply for Kids, Babies & Parents\", \"asin\": \"B0CGT9W5WX\", \"price\": \"$25.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Toleriane Dermallergo Ultra Soothing Repair Face Moisturizer for Sensitive Skin, Gentle Moisturizing Face Cream for Dry Skin, Packaging May Vary, Formerly Toleriane Ultra\", \"asin\": \"B004JKNYL4\", \"price\": \"$31.97\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"UV Daily SPF 40 Face Sunscreen Moisturizer with Zinc Oxide, Daily Face Moisturizer with SPF, Sunscreen, 1.7 oz Pump\", \"asin\": \"B00464EC1E\", \"price\": \"$40.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Gift Sets, Double Repair Face Moisturizer & Purifying Foaming Cleanser, Tinted Mineral SPF 50 & Hydrating Gentle Cleanser, Medicated Gel Wash & Matte Moisturizer\", \"asin\": \"B0DMHCR4YR\", \"price\": \"$116.97\", \"delivery\": \"Delivery Wed, Apr 23\"},\n {\"title\": \"Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110\", \"asin\": \"B0DP5ZPRXC\", \"price\": \"$20.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Thermal Spring Water, Face Mist Hydrating Spray with Antioxidants to Hydrate and Soothe Skin, Facial Spray\", \"asin\": \"B000V3O732\", \"price\": \"$19.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"\\ud835\\udc36\\ud835\\udc52\\ud835\\udc5b\\ud835\\udc61\\ud835\\udc52\\ud835\\udc59\\ud835\\udc59\\u00e1 Sunscreen SPF 50, Hyalu Cica Water-Fit Sun Serum, Face Sun Screen Long-Lasting Protection, Cen-tella Madagascar Sunscreen, NO White Cast - Dry Oily Skincare (Blue 1)\", \"asin\": \"B0D44ZKMKD\", \"price\": \"$12.49\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"UV Clear Tinted Face Sunscreen, SPF 46 Oil- Free Tinted Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen, 1.7 oz Pump\", \"asin\": \"B00ZPWR0N8\", \"price\": \"$42.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Airy Sunstick Protection Bar Broad Spectrum SPF50+ 0.81 oz / 23 g (Semi- matte) | Korean Suncreen Stick Suncare Sunblock, No Whitecast, Protector Solar Barra, Water resistant\", \"asin\": \"B0C45CK57M\", \"price\": \"$18.79\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\", \"asin\": \"B08CFVM1TT\", \"price\": \"$38.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free\", \"asin\": \"B00NGGFLTU\", \"price\": \"$39.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Sun Tinted Sensitive Mineral Face Sunscreen Lotion SPF 35, Non-Comedogenic Mineral Sunscreen with Gentle Zinc Oxide Protection for Sensitive Skin, 1.7 Fl Oz Bottle\", \"asin\": \"B0BF3831F6\", \"price\": \"$15.98\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Waterfull Tone-Up Sunscreen Serum BROAD SPECTRUM SPF 50 + Korean Sunscreen for Face, All Skin Tones, Sweat Proof Formula (1.69 fl.oz.)\", \"asin\": \"B0DKJ3BX2F\", \"price\": \"$19.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T03:46:35.308Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle\", \"asin\": \"B0CLVM67FV\", \"price\": \"$15.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"/promo/A3HM6OMCGCI2J9\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free\", \"asin\": \"B07YGVSGMW\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"/promo/ANIH8Y4GCK1EX\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz\", \"asin\": \"B07XJ7XWLW\", \"price\": \"$19.99\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Medium\"}]},\n {\"title\": \"Amazon Basics Adjustable Keyboard and Piano Stand, Heavy-Duty Double-X-Shape - For School Musical Program, Choir, & Recitals, Black\", \"asin\": \"B07Q16JDH5\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants\", \"asin\": \"B000HCNSWI\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"Soap\"}]},\n {\"title\": \"Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket\", \"asin\": \"B09B9Z26RZ\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen\"}]},\n {\"title\": \"Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\\\" Mattress Pad - Soft Washable Vinyl Free\", \"asin\": \"B093R34XY6\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Style\": \"Bamboo Viscose\"}]},\n {\"title\": \"Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)\", \"asin\": \"B07YBY374X\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Item Package Quantity\": \"1\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T03:48:25.825Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T03:48:25.825Z
|
click
|
quantity
|
rule
|
2025-04-22T03:48:25.825Z
|
train
| 3 |
2025-04-22T03:48:25.825Z
|
click
|
quantity
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
<|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": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle", "asin": "B0CLVM67FV", "price": "$15.98", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "/promo/A3HM6OMCGCI2J9", "price": "$14.88", "quantity": ""},
{"title": "Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz", "asin": "B0CNKXCL4X", "price": "$23.46", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3", "asin": "B076GZX3KL", "price": "$26.64", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free", "asin": "B07YGVSGMW", "price": "$24.99", "quantity": ""},
{"title": "Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz", "asin": "/promo/AAYFGG9ZNAXSR", "price": "$12.97", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "/promo/ANIH8Y4GCK1EX", "price": "$8.88", "quantity": ""},
{"title": "CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz", "asin": "B07XJ7XWLW", "price": "$19.99", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": true, "options": []},
{"title": "CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "delivery": "Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Medium"}]},
{"title": "Amazon Basics Adjustable Keyboard and Piano Stand, Heavy-Duty Double-X-Shape - For School Musical Program, Choir, & Recitals, Black", "asin": "B07Q16JDH5", "delivery": "Two-Day FREE delivery Wed, Apr 23 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants", "asin": "B000HCNSWI", "delivery": "Two-Day FREE delivery Wed, Apr 23 FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "Soap"}]},
{"title": "Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket", "asin": "B09B9Z26RZ", "delivery": "Two-Day FREE delivery Wed, Apr 23 FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "White"}, {"Size": "Queen"}]},
{"title": "Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\" Mattress Pad - Soft Washable Vinyl Free", "asin": "B093R34XY6", "delivery": "Two-Day FREE delivery Wed, Apr 23 FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "Queen"}, {"Style": "Bamboo Viscose"}]},
{"title": "Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)", "asin": "B07YBY374X", "delivery": "Two-Day FREE delivery Wed, Apr 23 FREE Returns", "quantity": "1", "selected": true, "options": [{"Item Package Quantity": "1"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T03:48:25.825Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>",
"index": 3,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle\", \"asin\": \"B0CLVM67FV\", \"price\": \"$15.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"/promo/A3HM6OMCGCI2J9\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free\", \"asin\": \"B07YGVSGMW\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"/promo/ANIH8Y4GCK1EX\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz\", \"asin\": \"B07XJ7XWLW\", \"price\": \"$19.99\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Medium\"}]},\n {\"title\": \"Amazon Basics Adjustable Keyboard and Piano Stand, Heavy-Duty Double-X-Shape - For School Musical Program, Choir, & Recitals, Black\", \"asin\": \"B07Q16JDH5\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants\", \"asin\": \"B000HCNSWI\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"Soap\"}]},\n {\"title\": \"Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket\", \"asin\": \"B09B9Z26RZ\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen\"}]},\n {\"title\": \"Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\\\" Mattress Pad - Soft Washable Vinyl Free\", \"asin\": \"B093R34XY6\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Style\": \"Bamboo Viscose\"}]},\n {\"title\": \"Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)\", \"asin\": \"B07YBY374X\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Item Package Quantity\": \"1\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T03:48:25.825Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle\", \"asin\": \"B0CLVM67FV\", \"price\": \"$15.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"/promo/A3HM6OMCGCI2J9\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free\", \"asin\": \"B07YGVSGMW\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"/promo/ANIH8Y4GCK1EX\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz\", \"asin\": \"B07XJ7XWLW\", \"price\": \"$19.99\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Medium\"}]},\n {\"title\": \"Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants\", \"asin\": \"B000HCNSWI\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"Soap\"}]},\n {\"title\": \"Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket\", \"asin\": \"B09B9Z26RZ\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen\"}]},\n {\"title\": \"Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\\\" Mattress Pad - Soft Washable Vinyl Free\", \"asin\": \"B093R34XY6\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Style\": \"Bamboo Viscose\"}]},\n {\"title\": \"Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)\", \"asin\": \"B07YBY374X\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Item Package Quantity\": \"1\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T03:48:28.616Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T03:48:28.616Z
|
click
|
quantity
|
rule
|
2025-04-22T03:48:28.616Z
|
train
| 4 |
2025-04-22T03:48:28.616Z
|
click
|
quantity
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "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": ""
}
],
"promotion_items": [
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle", "asin": "B0CLVM67FV", "price": "$15.98", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "/promo/A3HM6OMCGCI2J9", "price": "$14.88", "quantity": ""},
{"title": "Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz", "asin": "B0CNKXCL4X", "price": "$23.46", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3", "asin": "B076GZX3KL", "price": "$26.64", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free", "asin": "B07YGVSGMW", "price": "$24.99", "quantity": ""},
{"title": "Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz", "asin": "/promo/AAYFGG9ZNAXSR", "price": "$12.97", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "/promo/ANIH8Y4GCK1EX", "price": "$8.88", "quantity": ""},
{"title": "CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz", "asin": "B07XJ7XWLW", "price": "$19.99", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": true, "options": []},
{"title": "CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "delivery": "Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Medium"}]},
{"title": "Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants", "asin": "B000HCNSWI", "delivery": "Two-Day FREE delivery Wed, Apr 23 FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "Soap"}]},
{"title": "Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket", "asin": "B09B9Z26RZ", "delivery": "Two-Day FREE delivery Wed, Apr 23 FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "White"}, {"Size": "Queen"}]},
{"title": "Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\" Mattress Pad - Soft Washable Vinyl Free", "asin": "B093R34XY6", "delivery": "Two-Day FREE delivery Wed, Apr 23 FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "Queen"}, {"Style": "Bamboo Viscose"}]},
{"title": "Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)", "asin": "B07YBY374X", "delivery": "Two-Day FREE delivery Wed, Apr 23 FREE Returns", "quantity": "1", "selected": true, "options": [{"Item Package Quantity": "1"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T03:48:28.616Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>",
"index": 4,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle\", \"asin\": \"B0CLVM67FV\", \"price\": \"$15.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"/promo/A3HM6OMCGCI2J9\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free\", \"asin\": \"B07YGVSGMW\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"/promo/ANIH8Y4GCK1EX\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz\", \"asin\": \"B07XJ7XWLW\", \"price\": \"$19.99\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Medium\"}]},\n {\"title\": \"Bonide Captain Jack's Insecticidal Super Soap, 32 oz Ready-to-Use Spray For Organic Gardening and Outdoor Plants\", \"asin\": \"B000HCNSWI\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"Soap\"}]},\n {\"title\": \"Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket\", \"asin\": \"B09B9Z26RZ\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen\"}]},\n {\"title\": \"Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\\\" Mattress Pad - Soft Washable Vinyl Free\", \"asin\": \"B093R34XY6\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Style\": \"Bamboo Viscose\"}]},\n {\"title\": \"Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)\", \"asin\": \"B07YBY374X\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Item Package Quantity\": \"1\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T03:48:28.616Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle\", \"asin\": \"B0CLVM67FV\", \"price\": \"$15.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"/promo/A3HM6OMCGCI2J9\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free\", \"asin\": \"B07YGVSGMW\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"/promo/ANIH8Y4GCK1EX\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz\", \"asin\": \"B07XJ7XWLW\", \"price\": \"$19.99\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Medium\"}]},\n {\"title\": \"Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket\", \"asin\": \"B09B9Z26RZ\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen\"}]},\n {\"title\": \"Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\\\" Mattress Pad - Soft Washable Vinyl Free\", \"asin\": \"B093R34XY6\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Style\": \"Bamboo Viscose\"}]},\n {\"title\": \"Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)\", \"asin\": \"B07YBY374X\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Item Package Quantity\": \"1\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T03:48:30.240Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T03:48:30.240Z
|
click
|
quantity
|
rule
|
2025-04-22T03:48:30.240Z
|
train
| 5 |
2025-04-22T03:48:30.240Z
|
click
|
quantity
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "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": ""
}
],
"promotion_items": [
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle", "asin": "B0CLVM67FV", "price": "$15.98", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "/promo/A3HM6OMCGCI2J9", "price": "$14.88", "quantity": ""},
{"title": "Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz", "asin": "B0CNKXCL4X", "price": "$23.46", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3", "asin": "B076GZX3KL", "price": "$26.64", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free", "asin": "B07YGVSGMW", "price": "$24.99", "quantity": ""},
{"title": "Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz", "asin": "/promo/AAYFGG9ZNAXSR", "price": "$12.97", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "/promo/ANIH8Y4GCK1EX", "price": "$8.88", "quantity": ""},
{"title": "CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz", "asin": "B07XJ7XWLW", "price": "$19.99", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": true, "options": []},
{"title": "CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "delivery": "Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Medium"}]},
{"title": "Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket", "asin": "B09B9Z26RZ", "delivery": "Two-Day FREE delivery Wed, Apr 23 FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "White"}, {"Size": "Queen"}]},
{"title": "Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\" Mattress Pad - Soft Washable Vinyl Free", "asin": "B093R34XY6", "delivery": "Two-Day FREE delivery Wed, Apr 23 FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "Queen"}, {"Style": "Bamboo Viscose"}]},
{"title": "Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)", "asin": "B07YBY374X", "delivery": "Two-Day FREE delivery Wed, Apr 23 FREE Returns", "quantity": "1", "selected": true, "options": [{"Item Package Quantity": "1"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T03:48:30.240Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>",
"index": 5,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle\", \"asin\": \"B0CLVM67FV\", \"price\": \"$15.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"/promo/A3HM6OMCGCI2J9\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free\", \"asin\": \"B07YGVSGMW\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"/promo/ANIH8Y4GCK1EX\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz\", \"asin\": \"B07XJ7XWLW\", \"price\": \"$19.99\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Medium\"}]},\n {\"title\": \"Hanherry 100% Waterproof Mattress Protector Queen Size, Mattress Cover 3D Air Fabric Cooling Mattress Pad Cover Smooth Soft Breathable Noiseless, 8''-21'' Deep Pocket\", \"asin\": \"B09B9Z26RZ\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"White\"}, {\"Size\": \"Queen\"}]},\n {\"title\": \"Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\\\" Mattress Pad - Soft Washable Vinyl Free\", \"asin\": \"B093R34XY6\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Style\": \"Bamboo Viscose\"}]},\n {\"title\": \"Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)\", \"asin\": \"B07YBY374X\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Item Package Quantity\": \"1\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T03:48:30.240Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle\", \"asin\": \"B0CLVM67FV\", \"price\": \"$15.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"/promo/A3HM6OMCGCI2J9\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free\", \"asin\": \"B07YGVSGMW\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"/promo/ANIH8Y4GCK1EX\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz\", \"asin\": \"B07XJ7XWLW\", \"price\": \"$19.99\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Medium\"}]},\n {\"title\": \"Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\\\" Mattress Pad - Soft Washable Vinyl Free\", \"asin\": \"B093R34XY6\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Style\": \"Bamboo Viscose\"}]},\n {\"title\": \"Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)\", \"asin\": \"B07YBY374X\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Item Package Quantity\": \"1\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T03:48:31.498Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T03:48:31.498Z
|
click
|
quantity
|
rule
|
2025-04-22T03:48:31.498Z
|
train
| 6 |
2025-04-22T03:48:31.498Z
|
click
|
quantity
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "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": ""
}
],
"promotion_items": [
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle", "asin": "B0CLVM67FV", "price": "$15.98", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "/promo/A3HM6OMCGCI2J9", "price": "$14.88", "quantity": ""},
{"title": "Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz", "asin": "B0CNKXCL4X", "price": "$23.46", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3", "asin": "B076GZX3KL", "price": "$26.64", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free", "asin": "B07YGVSGMW", "price": "$24.99", "quantity": ""},
{"title": "Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz", "asin": "/promo/AAYFGG9ZNAXSR", "price": "$12.97", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "/promo/ANIH8Y4GCK1EX", "price": "$8.88", "quantity": ""},
{"title": "CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz", "asin": "B07XJ7XWLW", "price": "$19.99", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": true, "options": []},
{"title": "CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "delivery": "Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Medium"}]},
{"title": "Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\" Mattress Pad - Soft Washable Vinyl Free", "asin": "B093R34XY6", "delivery": "Two-Day FREE delivery Wed, Apr 23 FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "Queen"}, {"Style": "Bamboo Viscose"}]},
{"title": "Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)", "asin": "B07YBY374X", "delivery": "Two-Day FREE delivery Wed, Apr 23 FREE Returns", "quantity": "1", "selected": true, "options": [{"Item Package Quantity": "1"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T03:48:31.498Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>",
"index": 6,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle\", \"asin\": \"B0CLVM67FV\", \"price\": \"$15.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"/promo/A3HM6OMCGCI2J9\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free\", \"asin\": \"B07YGVSGMW\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"/promo/ANIH8Y4GCK1EX\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz\", \"asin\": \"B07XJ7XWLW\", \"price\": \"$19.99\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Medium\"}]},\n {\"title\": \"Mattress Protector Queen Waterproof Mattress Cover Queen Size Mattress Pad Cover Breathable Noiseless Deep Pocket Bed Cover for 6-18\\\" Mattress Pad - Soft Washable Vinyl Free\", \"asin\": \"B093R34XY6\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"Queen\"}, {\"Style\": \"Bamboo Viscose\"}]},\n {\"title\": \"Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)\", \"asin\": \"B07YBY374X\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Item Package Quantity\": \"1\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T03:48:31.498Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle\", \"asin\": \"B0CLVM67FV\", \"price\": \"$15.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"/promo/A3HM6OMCGCI2J9\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free\", \"asin\": \"B07YGVSGMW\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"/promo/ANIH8Y4GCK1EX\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz\", \"asin\": \"B07XJ7XWLW\", \"price\": \"$19.99\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Medium\"}]},\n {\"title\": \"Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)\", \"asin\": \"B07YBY374X\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Item Package Quantity\": \"1\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T03:48:33.342Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T03:48:33.342Z
|
click
|
quantity
|
rule
|
2025-04-22T03:48:33.342Z
|
train
| 7 |
2025-04-22T03:48:33.342Z
|
click
|
quantity
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "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": ""
}
],
"promotion_items": [
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle", "asin": "B0CLVM67FV", "price": "$15.98", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "/promo/A3HM6OMCGCI2J9", "price": "$14.88", "quantity": ""},
{"title": "Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz", "asin": "B0CNKXCL4X", "price": "$23.46", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3", "asin": "B076GZX3KL", "price": "$26.64", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free", "asin": "B07YGVSGMW", "price": "$24.99", "quantity": ""},
{"title": "Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz", "asin": "/promo/AAYFGG9ZNAXSR", "price": "$12.97", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "/promo/ANIH8Y4GCK1EX", "price": "$8.88", "quantity": ""},
{"title": "CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz", "asin": "B07XJ7XWLW", "price": "$19.99", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": true, "options": []},
{"title": "CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "delivery": "Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Medium"}]},
{"title": "Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)", "asin": "B07YBY374X", "delivery": "Two-Day FREE delivery Wed, Apr 23 FREE Returns", "quantity": "1", "selected": true, "options": [{"Item Package Quantity": "1"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T03:48:33.342Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>",
"index": 7,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle\", \"asin\": \"B0CLVM67FV\", \"price\": \"$15.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"/promo/A3HM6OMCGCI2J9\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free\", \"asin\": \"B07YGVSGMW\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"/promo/ANIH8Y4GCK1EX\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz\", \"asin\": \"B07XJ7XWLW\", \"price\": \"$19.99\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Medium\"}]},\n {\"title\": \"Sow Right Seeds - Luffa Gourd Seed for Planting - Non-GMO Heirloom Packet with Instructions to Plant a Home Vegetable Garden - Grow Your Own Loofah Sponge at Home - Show Off Unique Gourds (1)\", \"asin\": \"B07YBY374X\", \"delivery\": \"Two-Day FREE delivery Wed, Apr 23 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Item Package Quantity\": \"1\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T03:48:33.342Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"1\"},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"price\": \"$13.97\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B07HFHWNPH\"\n},\n {\n \"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\"\n},\n {\n \"price\": \"$25.99\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n},\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"3 Fl Oz (Pack of 1)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Supergoop! Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\", \"asin\": \"B08CFVM1TT\", \"price\": \"$38.00\", \"quantity\": \"\"},\n {\"title\": \"Paula's Choice RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free\", \"asin\": \"B00NGGFLTU\", \"price\": \"$39.00\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Face Sunscreen Moisturizer with Zinc Oxide, Daily Face Moisturizer with SPF, Sunscreen, 1.7 oz Pump\", \"asin\": \"B00464EC1E\", \"price\": \"$40.00\", \"quantity\": \"\"},\n {\"title\": \"Aveeno Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ\", \"asin\": \"B08L8C6XCY\", \"price\": \"$14.49\", \"quantity\": \"\"},\n {\"title\": \"Coppertone Complete Face Sunscreen Lotion SPF 45, Weightless and Oil-Free, Water Resistant Sunscreen with Proven UVA/UVB Protection, 2.5 Fl Oz Tube\", \"asin\": \"B0BKGYBBRT\", \"price\": \"$12.49\", \"quantity\": \"\"},\n {\"title\": \"Coppertone Every Tone Invisible Finish Brightening UV Defense Face Sunscreen SPF 60+ with Niacinamide, Lightweight, Blends in Clear Sunscreen for All Skin Tones, 1.7 Fl Oz Pump Bottle\", \"asin\": \"B0DJTYWV23\", \"price\": \"$14.49\", \"quantity\": \"\"},\n {\"title\": \"ISDIN Eryfotona Actinica Zinc Oxide and 100% Mineral Sunscreen Broad Spectrum SPF 50+, No White Cast, Suitable for Sensitive Skin\", \"asin\": \"B07RXS4FQM\", \"price\": \"$73.00\", \"quantity\": \"\"},\n {\"title\": \"ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\", \"asin\": \"B07ZZFYNKL\", \"price\": \"$78.00\", \"quantity\": \"\"},\n {\"title\": \"Supergoop! Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\", \"asin\": \"B08CFVM1TT\", \"price\": \"$38.00\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Clear Face Sunscreen SPF 46, Oil Free Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen\", \"asin\": \"B002MSN3QQ\", \"price\": \"$44.00\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"quantity\": \"\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:05:41.640Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:05:41.640Z
|
purchase
|
B07HFHWNPH
|
rule
|
2025-04-22T04:05:41.640Z
|
train
| 8 |
2025-04-22T04:05:41.640Z
|
purchase
|
B07HFHWNPH
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "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": ""
}
],
"cart_items": [
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68", "quantity": "1"},
{"title": "CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "price": "$13.97", "quantity": "1"}
],
"product_details": [
{
"asin": "B07HFHWNPH"
},
{
"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free"
},
{
"price": "$25.99"
}
],
"product_quantity": [
{
"quantity": "1"
},
{
"quantity": "1"
}
],
"product_options": [
{
"Size": "3 Fl Oz (Pack of 1)"
}
],
"promotion_items": [
{"title": "Supergoop! Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz", "asin": "B08CFVM1TT", "price": "$38.00", "quantity": ""},
{"title": "Paula's Choice RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free", "asin": "B00NGGFLTU", "price": "$39.00", "quantity": ""},
{"title": "EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "B09MV3MHJD", "price": "$14.88", "quantity": ""},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68", "quantity": ""},
{"title": "EltaMD UV Daily SPF 40 Face Sunscreen Moisturizer with Zinc Oxide, Daily Face Moisturizer with SPF, Sunscreen, 1.7 oz Pump", "asin": "B00464EC1E", "price": "$40.00", "quantity": ""},
{"title": "Aveeno Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ", "asin": "B08L8C6XCY", "price": "$14.49", "quantity": ""},
{"title": "Coppertone Complete Face Sunscreen Lotion SPF 45, Weightless and Oil-Free, Water Resistant Sunscreen with Proven UVA/UVB Protection, 2.5 Fl Oz Tube", "asin": "B0BKGYBBRT", "price": "$12.49", "quantity": ""},
{"title": "Coppertone Every Tone Invisible Finish Brightening UV Defense Face Sunscreen SPF 60+ with Niacinamide, Lightweight, Blends in Clear Sunscreen for All Skin Tones, 1.7 Fl Oz Pump Bottle", "asin": "B0DJTYWV23", "price": "$14.49", "quantity": ""},
{"title": "ISDIN Eryfotona Actinica Zinc Oxide and 100% Mineral Sunscreen Broad Spectrum SPF 50+, No White Cast, Suitable for Sensitive Skin", "asin": "B07RXS4FQM", "price": "$73.00", "quantity": ""},
{"title": "ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+", "asin": "B07ZZFYNKL", "price": "$78.00", "quantity": ""},
{"title": "Supergoop! Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz", "asin": "B08CFVM1TT", "price": "$38.00", "quantity": ""},
{"title": "EltaMD UV Clear Face Sunscreen SPF 46, Oil Free Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen", "asin": "B002MSN3QQ", "price": "$44.00", "quantity": ""},
{"title": "EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:05:41.640Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>purchase</answer_action><answer_argument>B07HFHWNPH</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>purchase</answer_action><answer_argument>B07HFHWNPH</answer_argument>",
"index": 8,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"1\"},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"price\": \"$13.97\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B07HFHWNPH\"\n},\n {\n \"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\"\n},\n {\n \"price\": \"$25.99\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n},\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"3 Fl Oz (Pack of 1)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Supergoop! Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\", \"asin\": \"B08CFVM1TT\", \"price\": \"$38.00\", \"quantity\": \"\"},\n {\"title\": \"Paula's Choice RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free\", \"asin\": \"B00NGGFLTU\", \"price\": \"$39.00\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Face Sunscreen Moisturizer with Zinc Oxide, Daily Face Moisturizer with SPF, Sunscreen, 1.7 oz Pump\", \"asin\": \"B00464EC1E\", \"price\": \"$40.00\", \"quantity\": \"\"},\n {\"title\": \"Aveeno Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ\", \"asin\": \"B08L8C6XCY\", \"price\": \"$14.49\", \"quantity\": \"\"},\n {\"title\": \"Coppertone Complete Face Sunscreen Lotion SPF 45, Weightless and Oil-Free, Water Resistant Sunscreen with Proven UVA/UVB Protection, 2.5 Fl Oz Tube\", \"asin\": \"B0BKGYBBRT\", \"price\": \"$12.49\", \"quantity\": \"\"},\n {\"title\": \"Coppertone Every Tone Invisible Finish Brightening UV Defense Face Sunscreen SPF 60+ with Niacinamide, Lightweight, Blends in Clear Sunscreen for All Skin Tones, 1.7 Fl Oz Pump Bottle\", \"asin\": \"B0DJTYWV23\", \"price\": \"$14.49\", \"quantity\": \"\"},\n {\"title\": \"ISDIN Eryfotona Actinica Zinc Oxide and 100% Mineral Sunscreen Broad Spectrum SPF 50+, No White Cast, Suitable for Sensitive Skin\", \"asin\": \"B07RXS4FQM\", \"price\": \"$73.00\", \"quantity\": \"\"},\n {\"title\": \"ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\", \"asin\": \"B07ZZFYNKL\", \"price\": \"$78.00\", \"quantity\": \"\"},\n {\"title\": \"Supergoop! Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\", \"asin\": \"B08CFVM1TT\", \"price\": \"$38.00\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Clear Face Sunscreen SPF 46, Oil Free Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen\", \"asin\": \"B002MSN3QQ\", \"price\": \"$44.00\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"quantity\": \"\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:05:41.640Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"laroche-posay sunscreen\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"2\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"price\": \"$25.99\", \"quantity\": \"1\"},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"price\": \"$13.97\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy\\n6.76 Fl Oz (Pack of 1)\", \"asin\": \"B0DLFRDD2Z\", \"price\": \"$30.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin\\n1.69 Fl Oz (Pack of 1)\", \"asin\": \"B09NR1DMVT\", \"price\": \"$36.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B0CM4JVK6H\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\\n3 Fl Oz (Pack of 1)\", \"asin\": \"B07HFHWNPH\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B0DFJJSYD2\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"\", \"asin\": \"B0CZP757GC\", \"price\": \"\", \"quantity\": \"\"},\n {\"title\": \"\", \"asin\": \"B0DFJV3PPB\", \"price\": \"\", \"quantity\": \"\"},\n {\"title\": \"PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\\n1.69 Fl Oz (Pack of 1)\", \"asin\": \"B0DWXHG9L8\", \"price\": \"$15.99\", \"quantity\": \"\"},\n {\"title\": \"ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B0CV85FYPJ\", \"price\": \"$50.00\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\\n3 Fl Oz (Pack of 1)\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\\n1.7 Ounce (Pack of 1)\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"quantity\": \"\"},\n {\"title\": \"Supergoop! Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B08CFVM1TT\", \"price\": \"$38.00\", \"quantity\": \"\"},\n {\"title\": \"PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\\n1.69 Fl Oz (Pack of 1)\", \"asin\": \"B0DWXHG9L8\", \"price\": \"$15.99\", \"quantity\": \"\"},\n {\"title\": \"ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B0CV85FYPJ\", \"price\": \"$50.00\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\\n1.7 Ounce (Pack of 1)\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\\n3 Fl Oz (Pack of 1)\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"Supergoop! Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B08CFVM1TT\", \"price\": \"$38.00\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Paula's Choice RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free.\\\" Rated 4.5 out of 5 stars by 1745 reviews. Eligible for Prime.\",\n \"asin\": \"B00NGGFLTU\"\n},\n {\n \"title\": \"Go to detail page for \\\"Paula's Choice RESIST Super-Light Daily Wrinkle Defense SPF 30 Matte Tinted Face Moisturizer, UVA & UVB Protection, Mineral Sunscreen for Oily Skin, Fragrance-Free & Paraben-Free.\\\" Rated 4.4 out of 5 stars by 4121 reviews. Eligible for Prime.\",\n \"asin\": \"B00EYVRX0Q\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B002CML1VG\", \"price\": \"$37.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110\", \"asin\": \"B0DP5ZPRXC\", \"price\": \"$20.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Tinted Sunscreen SPF 40+, Broad Spectrum SPF + Antioxidants, Titanium Dioxide & Zinc Oxide Sunscreen, 4 Flexible Shades With No White Cast, Oil Free & Oxybenzone Free\", \"asin\": \"B007U54P36\", \"price\": \"$37.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01NCWV3KM\", \"price\": \"$21.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free\", \"asin\": \"B07YGVSGMW\", \"price\": \"$24.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size\", \"asin\": \"B01A0NT3D6\", \"price\": \"$17.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Light Fluid Facial Sunscreen SPF 60, Lightweight Sunscreen For Face, Fluid Texture, Broad Spectrum SPF + Antioxidants, Oil Free & Oxybenzone Free, Travel Size 1.7 Fl. Oz.\", \"asin\": \"B002CML1XE\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin\", \"asin\": \"B09NR1DMVT\", \"price\": \"$36.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\", \"asin\": \"B0DWXHG9L8\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\", \"asin\": \"B08CFVM1TT\", \"price\": \"$38.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\", \"asin\": \"B0CV85FYPJ\", \"price\": \"$50.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Anthelios Ultra-Light Sunscreen Spray Lotion SPF 60, Spray Sunscreen For Face & Body, Broad Spectrum SPF + Antioxidants, Oil Free, Alcohol Free, Water Resistant 80 Min., 5 Fl. Oz.\", \"asin\": \"B007EUSL5U\", \"price\": \"$26.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free\", \"asin\": \"B0CM4JVK6H\", \"price\": \"$39.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Anthelios AOX Daily Antioxidant Serum with SPF, Face Moisturizer with Sunscreen and Vitamin C & E, Oil Free Face Sunscreen for Sensitive Skin, Moisturizing Sun Protection\", \"asin\": \"B00TBJWR0M\", \"price\": \"$42.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Anthelios Mineral Sunscreen SPF 50 Gentle Lotion, Broad Spectrum SPF + Antioxidants, Face & Body Sunscreen, Titanium Dioxide & Zinc Oxide, Oxybenzone Free, Oil Free\", \"asin\": \"B07HF7VMXZ\", \"price\": \"$25.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"B0DG2QN9XF\", \"price\": \"$14.88\", \"delivery\": \"FREE delivery Sat, Apr 26 for Prime members\"},\n {\"title\": \"Ultimate Sun Protector Lotion - Invisible Broad-Spectrum Sunscreen for Face & Body - Lightweight Formula - All Skin Types\", \"asin\": \"B0CV1XSJZ2\", \"price\": \"$25.00\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Vitamin E Vitalizing Face Sunscreen SPF 50, 1.69 fl oz, SPF Moisturizer, Lightweight under Makeup, Travel Essentials, Summer Essentials, Korean Skin Care, Korean Sunscreen for Face\", \"asin\": \"B09ZY7468X\", \"price\": \"$20.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free\", \"asin\": \"B0BMDG8BHX\", \"price\": \"$32.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy\", \"asin\": \"B0DLFRDD2Z\", \"price\": \"$30.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 60\", \"asin\": \"B00TBJWP9K\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Cicaplast Balm B5 UV SPF 50, Vitamin B5 + Shea Butter + Tribioma + Madecassoside + Zinc Oxide Sunscreen, Post Treatment Skin Protectant With SPF, Multi-Purpose Cream For Dry Skin\", \"asin\": \"B0CZM9MCMK\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Clear Sunscreen Stick SPF 50+ - Invisible Broad-Spectrum Face Sunscreen - Wear Under & Over Makeup - Lightweight Formula - All Skin Types\", \"asin\": \"B0921KVV27\", \"price\": \"$32.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LP110\", \"asin\": \"B0DP61XHJG\", \"price\": \"$20.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Mela B3 UV Daily Sunscreen, Face Moisturizer With SPF 30 + Anti-Aging Melasyl + 5% Niacinamide, Helps Correct & Protect From Sun Damage, Face Sunscreen With No White Cast, 40ML\", \"asin\": \"B0CPJGZ2RL\", \"price\": \"$32.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 30\", \"asin\": \"B00I8NUF2O\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"Anthelios 100% Mineral Sunscreen Moisturizer with Hyaluronic Acid, Broad Spectrum SPF 30 Face Sunscreen with Zinc Oxide & Titanium Dioxide, 1.7 fl. oz.\", \"asin\": \"B08Q5JP59X\", \"price\": \"$37.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"La Roche Posay Anthelios UV Clear Sunscreen SPF 50, Daily Sunscreen for Face with Azelaic Acid, Broad Spectrum Invisible SPF Protection for Acne and Rosacea Prone Skin\", \"asin\": \"B0DFJV3PPB\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin\", \"asin\": \"B0DFJJSYD2\", \"price\": \"$39.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Toleriane Purifying Foaming Facial Cleanser, Niacinamide + Ceramides + Prebiotic Thermal Water, Oil Free Face Wash For Oily Skin, Pore Cleanser Safe For Sensitive Skin, Soap Free\", \"asin\": \"B01N34XW93\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"price\": \"$13.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Hyalu B5 Pure Hyaluronic Acid Serum for Face, Vitamin B5 + Hyaluronic Acid + Madecassoside, Hydrating Serum Visibly Plumps Skin, Sensitive Skin Safe, Anti Aging, Oil-Free\", \"asin\": \"B075VX4QVM\", \"price\": \"$37.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Protect + Hydrate Moisturizing Body Sunscreen Lotion with Broad Spectrum SPF 60 & Prebiotic Oat, Weightless & Refreshing Feel, Paraben-Free, Oil-Free, Oxybenzone-Free, 3.0 fl. oz\", \"asin\": \"B08K9HFC31\", \"price\": \"$13.81\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Toleriane Double Repair Matte Face Moisturizer, Daily Moisturizer For Oily Skin With Ceramide And Niacinamide For All Skin Tones, Oil Free, Non-Comedogenic\", \"asin\": \"B09N13T8TL\", \"price\": \"$21.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\", \"asin\": \"B0DWXHG9L8\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Mela B3 Serum, Dark Spot Corrector With Anti-Aging Melasyl + 10% Niacinamide, Discoloration Correcting Serum for Sun Spots, Age Spots & Post-Acne Marks\", \"asin\": \"B0CM4B43DZ\", \"price\": \"$42.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Complete+ Face Moisturizer with Sunscreen SPF 40, For Sensitive Skin, Broad Spectrum Sun Protection, Fragrence-Free - No White Cast on All Tones, Nourishes Moisture Barrier - Ceramides, 6 Oz\", \"asin\": \"B0CPL24B5X\", \"price\": \"$19.94\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"UV Clear Face Sunscreen SPF 46, Oil Free Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen\", \"asin\": \"B002MSN3QQ\", \"price\": \"$44.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Lipikar AP+ Triple Repair Moisturizing Cream | Face & Body Lotion For Dry Skin | Shea Butter & Niacinamide Moisturizer | Gentle Face & Body Cream For Dry, Rough & Sensitive Skin\", \"asin\": \"B0BVSVWCS8\", \"price\": \"$29.98\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"UV Daily SPF 40 Face Sunscreen Moisturizer with Zinc Oxide, Daily Face Moisturizer with SPF, Sunscreen, 1.7 oz Pump\", \"asin\": \"B00464EC1E\", \"price\": \"$40.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Kids SPF 50 Brush On Mineral Sunscreen Powder, Reef-Friendly, Easy to Apply for Kids, Babies & Parents\", \"asin\": \"B0CGT9W5WX\", \"price\": \"$25.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Gift Sets, Double Repair Face Moisturizer & Purifying Foaming Cleanser, Tinted Mineral SPF 50 & Hydrating Gentle Cleanser, Medicated Gel Wash & Matte Moisturizer\", \"asin\": \"B0DMHCR4YR\", \"price\": \"$116.97\", \"delivery\": \" Same-Day Delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Toleriane Dermallergo Ultra Soothing Repair Face Moisturizer for Sensitive Skin, Gentle Moisturizing Face Cream for Dry Skin, Packaging May Vary, Formerly Toleriane Ultra\", \"asin\": \"B004JKNYL4\", \"price\": \"$31.97\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free\", \"asin\": \"B00NGGFLTU\", \"price\": \"$39.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110\", \"asin\": \"B0DP5ZPRXC\", \"price\": \"$20.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"UV Clear Tinted Face Sunscreen, SPF 46 Oil- Free Tinted Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen, 1.7 oz Pump\", \"asin\": \"B00ZPWR0N8\", \"price\": \"$42.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Thermal Spring Water, Face Mist Hydrating Spray with Antioxidants to Hydrate and Soothe Skin, Facial Spray\", \"asin\": \"B000V3O732\", \"price\": \"$19.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"\\ud835\\udc36\\ud835\\udc52\\ud835\\udc5b\\ud835\\udc61\\ud835\\udc52\\ud835\\udc59\\ud835\\udc59\\u00e1 Sunscreen SPF 50, Hyalu Cica Water-Fit Sun Serum, Face Sun Screen Long-Lasting Protection, Cen-tella Madagascar Sunscreen, NO White Cast - Dry Oily Skincare (Blue 1)\", \"asin\": \"B0D44ZKMKD\", \"price\": \"$12.49\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Waterfull Tone-Up Sunscreen Serum BROAD SPECTRUM SPF 50 + Korean Sunscreen for Face, All Skin Tones, Sweat Proof Formula (1.69 fl.oz.)\", \"asin\": \"B0DKJ3BX2F\", \"price\": \"$19.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Airy Sunstick Protection Bar Broad Spectrum SPF50+ 0.81 oz / 23 g (Semi- matte) | Korean Suncreen Stick Suncare Sunblock, No Whitecast, Protector Solar Barra, Water resistant\", \"asin\": \"B0C45CK57M\", \"price\": \"$18.79\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\", \"asin\": \"B08CFVM1TT\", \"price\": \"$38.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Vitamin E Vitalizing Face Sunscreen SPF 50, 1.69 fl oz, SPF Moisturizer, Lightweight under Makeup, Travel Essentials, Summer Essentials, Korean Skin Care, Korean Sunscreen for Face\", \"asin\": \"B09ZY7468X\", \"price\": \"$20.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:08:22.290Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:08:22.290Z
|
click
|
nav_bar
|
rule
|
2025-04-22T04:08:22.290Z
|
train
| 9 |
2025-04-22T04:08:22.290Z
|
click
|
nav_bar
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
<|memory_end|>
<|action_start|>
<|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": "laroche-posay sunscreen"
}
],
"cart_items": [
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": "1"},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68", "quantity": "2"},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "price": "$25.99", "quantity": "1"},
{"title": "CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "price": "$13.97", "quantity": "1"}
],
"promotion_items": [
{"title": "La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy\n6.76 Fl Oz (Pack of 1)", "asin": "B0DLFRDD2Z", "price": "$30.99", "quantity": ""},
{"title": "La Roche-Posay Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin\n1.69 Fl Oz (Pack of 1)", "asin": "B09NR1DMVT", "price": "$36.99", "quantity": ""},
{"title": "La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free\n1.7 Fl Oz (Pack of 1)", "asin": "B0CM4JVK6H", "price": "$39.99", "quantity": ""},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\n3 Fl Oz (Pack of 1)", "asin": "B07HFHWNPH", "price": "$25.99", "quantity": ""},
{"title": "La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin\n1.7 Fl Oz (Pack of 1)", "asin": "B0DFJJSYD2", "price": "$39.99", "quantity": ""},
{"title": "", "asin": "B0CZP757GC", "price": "", "quantity": ""},
{"title": "", "asin": "B0DFJV3PPB", "price": "", "quantity": ""},
{"title": "PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\n1.69 Fl Oz (Pack of 1)", "asin": "B0DWXHG9L8", "price": "$15.99", "quantity": ""},
{"title": "ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\n1.7 Fl Oz (Pack of 1)", "asin": "B0CV85FYPJ", "price": "$50.00", "quantity": ""},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\n3 Fl Oz (Pack of 1)", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": ""},
{"title": "EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\n1.7 Ounce (Pack of 1)", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
{"title": "Supergoop! Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\n1.7 Fl Oz (Pack of 1)", "asin": "B08CFVM1TT", "price": "$38.00", "quantity": ""},
{"title": "PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\n1.69 Fl Oz (Pack of 1)", "asin": "B0DWXHG9L8", "price": "$15.99", "quantity": ""},
{"title": "ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\n1.7 Fl Oz (Pack of 1)", "asin": "B0CV85FYPJ", "price": "$50.00", "quantity": ""},
{"title": "EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\n1.7 Ounce (Pack of 1)", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\n3 Fl Oz (Pack of 1)", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": ""},
{"title": "Supergoop! Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\n1.7 Fl Oz (Pack of 1)", "asin": "B08CFVM1TT", "price": "$38.00", "quantity": ""}
],
"ads": [
{
"title": "Go to detail page for \"Paula's Choice RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free.\" Rated 4.5 out of 5 stars by 1745 reviews. Eligible for Prime.",
"asin": "B00NGGFLTU"
},
{
"title": "Go to detail page for \"Paula's Choice RESIST Super-Light Daily Wrinkle Defense SPF 30 Matte Tinted Face Moisturizer, UVA & UVB Protection, Mineral Sunscreen for Oily Skin, Fragrance-Free & Paraben-Free.\" Rated 4.4 out of 5 stars by 4121 reviews. Eligible for Prime.",
"asin": "B00EYVRX0Q"
}
],
"search_results": [
{"title": "Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B002CML1VG", "price": "$37.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "B09MV3MHJD", "price": "$14.88", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110", "asin": "B0DP5ZPRXC", "price": "$20.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Anthelios Tinted Sunscreen SPF 40+, Broad Spectrum SPF + Antioxidants, Titanium Dioxide & Zinc Oxide Sunscreen, 4 Flexible Shades With No White Cast, Oil Free & Oxybenzone Free", "asin": "B007U54P36", "price": "$37.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01NCWV3KM", "price": "$21.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free", "asin": "B07YGVSGMW", "price": "$24.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size", "asin": "B01A0NT3D6", "price": "$17.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Anthelios Light Fluid Facial Sunscreen SPF 60, Lightweight Sunscreen For Face, Fluid Texture, Broad Spectrum SPF + Antioxidants, Oil Free & Oxybenzone Free, Travel Size 1.7 Fl. Oz.", "asin": "B002CML1XE", "price": "$32.99", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
{"title": "Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin", "asin": "B09NR1DMVT", "price": "$36.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz", "asin": "B0DWXHG9L8", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz", "asin": "B08CFVM1TT", "price": "$38.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+", "asin": "B0CV85FYPJ", "price": "$50.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin", "asin": "B00J5KDCO2", "price": "$42.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Anthelios Ultra-Light Sunscreen Spray Lotion SPF 60, Spray Sunscreen For Face & Body, Broad Spectrum SPF + Antioxidants, Oil Free, Alcohol Free, Water Resistant 80 Min., 5 Fl. Oz.", "asin": "B007EUSL5U", "price": "$26.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free", "asin": "B0CM4JVK6H", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Anthelios AOX Daily Antioxidant Serum with SPF, Face Moisturizer with Sunscreen and Vitamin C & E, Oil Free Face Sunscreen for Sensitive Skin, Moisturizing Sun Protection", "asin": "B00TBJWR0M", "price": "$42.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Anthelios Mineral Sunscreen SPF 50 Gentle Lotion, Broad Spectrum SPF + Antioxidants, Face & Body Sunscreen, Titanium Dioxide & Zinc Oxide, Oxybenzone Free, Oil Free", "asin": "B07HF7VMXZ", "price": "$25.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "B0DG2QN9XF", "price": "$14.88", "delivery": "FREE delivery Sat, Apr 26 for Prime members"},
{"title": "Ultimate Sun Protector Lotion - Invisible Broad-Spectrum Sunscreen for Face & Body - Lightweight Formula - All Skin Types", "asin": "B0CV1XSJZ2", "price": "$25.00", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Vitamin E Vitalizing Face Sunscreen SPF 50, 1.69 fl oz, SPF Moisturizer, Lightweight under Makeup, Travel Essentials, Summer Essentials, Korean Skin Care, Korean Sunscreen for Face", "asin": "B09ZY7468X", "price": "$20.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack", "asin": "B004D2DR0Q", "price": "$16.98", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free", "asin": "B0BMDG8BHX", "price": "$32.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy", "asin": "B0DLFRDD2Z", "price": "$30.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 60", "asin": "B00TBJWP9K", "price": "$37.99", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Cicaplast Balm B5 UV SPF 50, Vitamin B5 + Shea Butter + Tribioma + Madecassoside + Zinc Oxide Sunscreen, Post Treatment Skin Protectant With SPF, Multi-Purpose Cream For Dry Skin", "asin": "B0CZM9MCMK", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Clear Sunscreen Stick SPF 50+ - Invisible Broad-Spectrum Face Sunscreen - Wear Under & Over Makeup - Lightweight Formula - All Skin Types", "asin": "B0921KVV27", "price": "$32.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LP110", "asin": "B0DP61XHJG", "price": "$20.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size", "asin": "B00HNSSV0S", "price": "$9.88", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Mela B3 UV Daily Sunscreen, Face Moisturizer With SPF 30 + Anti-Aging Melasyl + 5% Niacinamide, Helps Correct & Protect From Sun Damage, Face Sunscreen With No White Cast, 40ML", "asin": "B0CPJGZ2RL", "price": "$32.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 30", "asin": "B00I8NUF2O", "price": "$37.99", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
{"title": "Anthelios 100% Mineral Sunscreen Moisturizer with Hyaluronic Acid, Broad Spectrum SPF 30 Face Sunscreen with Zinc Oxide & Titanium Dioxide, 1.7 fl. oz.", "asin": "B08Q5JP59X", "price": "$37.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "La Roche Posay Anthelios UV Clear Sunscreen SPF 50, Daily Sunscreen for Face with Azelaic Acid, Broad Spectrum Invisible SPF Protection for Acne and Rosacea Prone Skin", "asin": "B0DFJV3PPB", "price": "$39.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin", "asin": "B0DFJJSYD2", "price": "$39.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Toleriane Purifying Foaming Facial Cleanser, Niacinamide + Ceramides + Prebiotic Thermal Water, Oil Free Face Wash For Oily Skin, Pore Cleanser Safe For Sensitive Skin, Soap Free", "asin": "B01N34XW93", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Hyalu B5 Pure Hyaluronic Acid Serum for Face, Vitamin B5 + Hyaluronic Acid + Madecassoside, Hydrating Serum Visibly Plumps Skin, Sensitive Skin Safe, Anti Aging, Oil-Free", "asin": "B075VX4QVM", "price": "$37.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Protect + Hydrate Moisturizing Body Sunscreen Lotion with Broad Spectrum SPF 60 & Prebiotic Oat, Weightless & Refreshing Feel, Paraben-Free, Oil-Free, Oxybenzone-Free, 3.0 fl. oz", "asin": "B08K9HFC31", "price": "$13.81", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Toleriane Double Repair Matte Face Moisturizer, Daily Moisturizer For Oily Skin With Ceramide And Niacinamide For All Skin Tones, Oil Free, Non-Comedogenic", "asin": "B09N13T8TL", "price": "$21.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "B09MV3MHJD", "price": "$14.88", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz", "asin": "B0DWXHG9L8", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Mela B3 Serum, Dark Spot Corrector With Anti-Aging Melasyl + 10% Niacinamide, Discoloration Correcting Serum for Sun Spots, Age Spots & Post-Acne Marks", "asin": "B0CM4B43DZ", "price": "$42.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Complete+ Face Moisturizer with Sunscreen SPF 40, For Sensitive Skin, Broad Spectrum Sun Protection, Fragrence-Free - No White Cast on All Tones, Nourishes Moisture Barrier - Ceramides, 6 Oz", "asin": "B0CPL24B5X", "price": "$19.94", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "UV Clear Face Sunscreen SPF 46, Oil Free Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen", "asin": "B002MSN3QQ", "price": "$44.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Lipikar AP+ Triple Repair Moisturizing Cream | Face & Body Lotion For Dry Skin | Shea Butter & Niacinamide Moisturizer | Gentle Face & Body Cream For Dry, Rough & Sensitive Skin", "asin": "B0BVSVWCS8", "price": "$29.98", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "UV Daily SPF 40 Face Sunscreen Moisturizer with Zinc Oxide, Daily Face Moisturizer with SPF, Sunscreen, 1.7 oz Pump", "asin": "B00464EC1E", "price": "$40.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin", "asin": "B00J5KDCO2", "price": "$42.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Kids SPF 50 Brush On Mineral Sunscreen Powder, Reef-Friendly, Easy to Apply for Kids, Babies & Parents", "asin": "B0CGT9W5WX", "price": "$25.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Gift Sets, Double Repair Face Moisturizer & Purifying Foaming Cleanser, Tinted Mineral SPF 50 & Hydrating Gentle Cleanser, Medicated Gel Wash & Matte Moisturizer", "asin": "B0DMHCR4YR", "price": "$116.97", "delivery": " Same-Day Delivery Today 2 PM - 6 PM"},
{"title": "Toleriane Dermallergo Ultra Soothing Repair Face Moisturizer for Sensitive Skin, Gentle Moisturizing Face Cream for Dry Skin, Packaging May Vary, Formerly Toleriane Ultra", "asin": "B004JKNYL4", "price": "$31.97", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free", "asin": "B00NGGFLTU", "price": "$39.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack", "asin": "B004D2DR0Q", "price": "$16.98", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110", "asin": "B0DP5ZPRXC", "price": "$20.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "UV Clear Tinted Face Sunscreen, SPF 46 Oil- Free Tinted Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen, 1.7 oz Pump", "asin": "B00ZPWR0N8", "price": "$42.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Thermal Spring Water, Face Mist Hydrating Spray with Antioxidants to Hydrate and Soothe Skin, Facial Spray", "asin": "B000V3O732", "price": "$19.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "\ud835\udc36\ud835\udc52\ud835\udc5b\ud835\udc61\ud835\udc52\ud835\udc59\ud835\udc59\u00e1 Sunscreen SPF 50, Hyalu Cica Water-Fit Sun Serum, Face Sun Screen Long-Lasting Protection, Cen-tella Madagascar Sunscreen, NO White Cast - Dry Oily Skincare (Blue 1)", "asin": "B0D44ZKMKD", "price": "$12.49", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Waterfull Tone-Up Sunscreen Serum BROAD SPECTRUM SPF 50 + Korean Sunscreen for Face, All Skin Tones, Sweat Proof Formula (1.69 fl.oz.)", "asin": "B0DKJ3BX2F", "price": "$19.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Airy Sunstick Protection Bar Broad Spectrum SPF50+ 0.81 oz / 23 g (Semi- matte) | Korean Suncreen Stick Suncare Sunblock, No Whitecast, Protector Solar Barra, Water resistant", "asin": "B0C45CK57M", "price": "$18.79", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz", "asin": "B08CFVM1TT", "price": "$38.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Vitamin E Vitalizing Face Sunscreen SPF 50, 1.69 fl oz, SPF Moisturizer, Lightweight under Makeup, Travel Essentials, Summer Essentials, Korean Skin Care, Korean Sunscreen for Face", "asin": "B09ZY7468X", "price": "$20.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:08:22.290Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"index": 9,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"laroche-posay sunscreen\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"2\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"price\": \"$25.99\", \"quantity\": \"1\"},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"price\": \"$13.97\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy\\n6.76 Fl Oz (Pack of 1)\", \"asin\": \"B0DLFRDD2Z\", \"price\": \"$30.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin\\n1.69 Fl Oz (Pack of 1)\", \"asin\": \"B09NR1DMVT\", \"price\": \"$36.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B0CM4JVK6H\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\\n3 Fl Oz (Pack of 1)\", \"asin\": \"B07HFHWNPH\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B0DFJJSYD2\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"\", \"asin\": \"B0CZP757GC\", \"price\": \"\", \"quantity\": \"\"},\n {\"title\": \"\", \"asin\": \"B0DFJV3PPB\", \"price\": \"\", \"quantity\": \"\"},\n {\"title\": \"PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\\n1.69 Fl Oz (Pack of 1)\", \"asin\": \"B0DWXHG9L8\", \"price\": \"$15.99\", \"quantity\": \"\"},\n {\"title\": \"ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B0CV85FYPJ\", \"price\": \"$50.00\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\\n3 Fl Oz (Pack of 1)\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\\n1.7 Ounce (Pack of 1)\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"quantity\": \"\"},\n {\"title\": \"Supergoop! Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B08CFVM1TT\", \"price\": \"$38.00\", \"quantity\": \"\"},\n {\"title\": \"PURITO Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\\n1.69 Fl Oz (Pack of 1)\", \"asin\": \"B0DWXHG9L8\", \"price\": \"$15.99\", \"quantity\": \"\"},\n {\"title\": \"ISDIN Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B0CV85FYPJ\", \"price\": \"$50.00\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\\n1.7 Ounce (Pack of 1)\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\\n3 Fl Oz (Pack of 1)\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"Supergoop! Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B08CFVM1TT\", \"price\": \"$38.00\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Paula's Choice RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free.\\\" Rated 4.5 out of 5 stars by 1745 reviews. Eligible for Prime.\",\n \"asin\": \"B00NGGFLTU\"\n},\n {\n \"title\": \"Go to detail page for \\\"Paula's Choice RESIST Super-Light Daily Wrinkle Defense SPF 30 Matte Tinted Face Moisturizer, UVA & UVB Protection, Mineral Sunscreen for Oily Skin, Fragrance-Free & Paraben-Free.\\\" Rated 4.4 out of 5 stars by 4121 reviews. Eligible for Prime.\",\n \"asin\": \"B00EYVRX0Q\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B002CML1VG\", \"price\": \"$37.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110\", \"asin\": \"B0DP5ZPRXC\", \"price\": \"$20.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Tinted Sunscreen SPF 40+, Broad Spectrum SPF + Antioxidants, Titanium Dioxide & Zinc Oxide Sunscreen, 4 Flexible Shades With No White Cast, Oil Free & Oxybenzone Free\", \"asin\": \"B007U54P36\", \"price\": \"$37.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01NCWV3KM\", \"price\": \"$21.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free\", \"asin\": \"B07YGVSGMW\", \"price\": \"$24.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size\", \"asin\": \"B01A0NT3D6\", \"price\": \"$17.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Light Fluid Facial Sunscreen SPF 60, Lightweight Sunscreen For Face, Fluid Texture, Broad Spectrum SPF + Antioxidants, Oil Free & Oxybenzone Free, Travel Size 1.7 Fl. Oz.\", \"asin\": \"B002CML1XE\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"Anthelios UV Correct Sunscreen Moisturizer SPF 70, Daily Anti-Aging Face Moisturizer with Sunscreen and Niacinamide to Even Skin Tone & Fine Lines, Sun Protection for Sensitive Skin\", \"asin\": \"B09NR1DMVT\", \"price\": \"$36.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\", \"asin\": \"B0DWXHG9L8\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\", \"asin\": \"B08CFVM1TT\", \"price\": \"$38.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Eryfotona Ageless Sunscreen Zinc Oxide and 100% Mineral Tinted Sunscreen SPF 50+\", \"asin\": \"B0CV85FYPJ\", \"price\": \"$50.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Anthelios Ultra-Light Sunscreen Spray Lotion SPF 60, Spray Sunscreen For Face & Body, Broad Spectrum SPF + Antioxidants, Oil Free, Alcohol Free, Water Resistant 80 Min., 5 Fl. Oz.\", \"asin\": \"B007EUSL5U\", \"price\": \"$26.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"La Roche Posay Anthelios UV Hydra Sunscreen SPF 50, Daily Hydrating Sunscreen for Face with Hyaluronic Acid and Vitamin E, Broad Spectrum Invisible SPF Protection, Anti Aging, Fragrance Free\", \"asin\": \"B0CM4JVK6H\", \"price\": \"$39.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Anthelios AOX Daily Antioxidant Serum with SPF, Face Moisturizer with Sunscreen and Vitamin C & E, Oil Free Face Sunscreen for Sensitive Skin, Moisturizing Sun Protection\", \"asin\": \"B00TBJWR0M\", \"price\": \"$42.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Anthelios Mineral Sunscreen SPF 50 Gentle Lotion, Broad Spectrum SPF + Antioxidants, Face & Body Sunscreen, Titanium Dioxide & Zinc Oxide, Oxybenzone Free, Oil Free\", \"asin\": \"B07HF7VMXZ\", \"price\": \"$25.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"B0DG2QN9XF\", \"price\": \"$14.88\", \"delivery\": \"FREE delivery Sat, Apr 26 for Prime members\"},\n {\"title\": \"Ultimate Sun Protector Lotion - Invisible Broad-Spectrum Sunscreen for Face & Body - Lightweight Formula - All Skin Types\", \"asin\": \"B0CV1XSJZ2\", \"price\": \"$25.00\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Vitamin E Vitalizing Face Sunscreen SPF 50, 1.69 fl oz, SPF Moisturizer, Lightweight under Makeup, Travel Essentials, Summer Essentials, Korean Skin Care, Korean Sunscreen for Face\", \"asin\": \"B09ZY7468X\", \"price\": \"$20.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free\", \"asin\": \"B0BMDG8BHX\", \"price\": \"$32.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"La Roche Posay Anthelios UV Pro-Sport Sunscreen SPF 50, Daily Sunscreen for Body & Face with Vitamin B5 and Vitamin E, Broad Spectrum Invisible SPF Protection, Water Resistant, Non Greasy\", \"asin\": \"B0DLFRDD2Z\", \"price\": \"$30.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 60\", \"asin\": \"B00TBJWP9K\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Cicaplast Balm B5 UV SPF 50, Vitamin B5 + Shea Butter + Tribioma + Madecassoside + Zinc Oxide Sunscreen, Post Treatment Skin Protectant With SPF, Multi-Purpose Cream For Dry Skin\", \"asin\": \"B0CZM9MCMK\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Clear Sunscreen Stick SPF 50+ - Invisible Broad-Spectrum Face Sunscreen - Wear Under & Over Makeup - Lightweight Formula - All Skin Types\", \"asin\": \"B0921KVV27\", \"price\": \"$32.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LP110\", \"asin\": \"B0DP61XHJG\", \"price\": \"$20.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Mela B3 UV Daily Sunscreen, Face Moisturizer With SPF 30 + Anti-Aging Melasyl + 5% Niacinamide, Helps Correct & Protect From Sun Damage, Face Sunscreen With No White Cast, 40ML\", \"asin\": \"B0CPJGZ2RL\", \"price\": \"$32.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Anthelios Cooling Water Sunscreen Lotion, Water Based Sunscreen for Face & Body, Broad Spectrum SPF + Antioxidants, Fast Absorbing Water-Like Texture, Oil Free Sunscreen SPF 30\", \"asin\": \"B00I8NUF2O\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"Anthelios 100% Mineral Sunscreen Moisturizer with Hyaluronic Acid, Broad Spectrum SPF 30 Face Sunscreen with Zinc Oxide & Titanium Dioxide, 1.7 fl. oz.\", \"asin\": \"B08Q5JP59X\", \"price\": \"$37.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"La Roche Posay Anthelios UV Clear Sunscreen SPF 50, Daily Sunscreen for Face with Azelaic Acid, Broad Spectrum Invisible SPF Protection for Acne and Rosacea Prone Skin\", \"asin\": \"B0DFJV3PPB\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"La Roche Posay Anthelios UV Tone Sunscreen SPF 50, Daily Sunscreen for Face with Niacinamide, Broad Spectrum Invisible SPF Protection for Discoloration and Uneven Skin\", \"asin\": \"B0DFJJSYD2\", \"price\": \"$39.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Toleriane Purifying Foaming Facial Cleanser, Niacinamide + Ceramides + Prebiotic Thermal Water, Oil Free Face Wash For Oily Skin, Pore Cleanser Safe For Sensitive Skin, Soap Free\", \"asin\": \"B01N34XW93\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"price\": \"$13.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Hyalu B5 Pure Hyaluronic Acid Serum for Face, Vitamin B5 + Hyaluronic Acid + Madecassoside, Hydrating Serum Visibly Plumps Skin, Sensitive Skin Safe, Anti Aging, Oil-Free\", \"asin\": \"B075VX4QVM\", \"price\": \"$37.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Protect + Hydrate Moisturizing Body Sunscreen Lotion with Broad Spectrum SPF 60 & Prebiotic Oat, Weightless & Refreshing Feel, Paraben-Free, Oil-Free, Oxybenzone-Free, 3.0 fl. oz\", \"asin\": \"B08K9HFC31\", \"price\": \"$13.81\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Toleriane Double Repair Matte Face Moisturizer, Daily Moisturizer For Oily Skin With Ceramide And Niacinamide For All Skin Tones, Oil Free, Non-Comedogenic\", \"asin\": \"B09N13T8TL\", \"price\": \"$21.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sun Day Adventure Korean Sunscreen Smoothest and Lightest Texture Broad Spectrum SPF 50 UVA & UVB Protection No White Cast Oil Free For All Skin Types Vegan Daily Skin Care 50ml, 1.69 fl.oz\", \"asin\": \"B0DWXHG9L8\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Mela B3 Serum, Dark Spot Corrector With Anti-Aging Melasyl + 10% Niacinamide, Discoloration Correcting Serum for Sun Spots, Age Spots & Post-Acne Marks\", \"asin\": \"B0CM4B43DZ\", \"price\": \"$42.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Complete+ Face Moisturizer with Sunscreen SPF 40, For Sensitive Skin, Broad Spectrum Sun Protection, Fragrence-Free - No White Cast on All Tones, Nourishes Moisture Barrier - Ceramides, 6 Oz\", \"asin\": \"B0CPL24B5X\", \"price\": \"$19.94\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"UV Clear Face Sunscreen SPF 46, Oil Free Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen\", \"asin\": \"B002MSN3QQ\", \"price\": \"$44.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Lipikar AP+ Triple Repair Moisturizing Cream | Face & Body Lotion For Dry Skin | Shea Butter & Niacinamide Moisturizer | Gentle Face & Body Cream For Dry, Rough & Sensitive Skin\", \"asin\": \"B0BVSVWCS8\", \"price\": \"$29.98\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"UV Daily SPF 40 Face Sunscreen Moisturizer with Zinc Oxide, Daily Face Moisturizer with SPF, Sunscreen, 1.7 oz Pump\", \"asin\": \"B00464EC1E\", \"price\": \"$40.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Kids SPF 50 Brush On Mineral Sunscreen Powder, Reef-Friendly, Easy to Apply for Kids, Babies & Parents\", \"asin\": \"B0CGT9W5WX\", \"price\": \"$25.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Gift Sets, Double Repair Face Moisturizer & Purifying Foaming Cleanser, Tinted Mineral SPF 50 & Hydrating Gentle Cleanser, Medicated Gel Wash & Matte Moisturizer\", \"asin\": \"B0DMHCR4YR\", \"price\": \"$116.97\", \"delivery\": \" Same-Day Delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Toleriane Dermallergo Ultra Soothing Repair Face Moisturizer for Sensitive Skin, Gentle Moisturizing Face Cream for Dry Skin, Packaging May Vary, Formerly Toleriane Ultra\", \"asin\": \"B004JKNYL4\", \"price\": \"$31.97\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"RESIST Daily Hydrating Fluid Face Moisturizer SPF 50, UVA & UVB Protection, Chamomile & Vitamin E, Lightweight Sunscreen for Oily Skin, Fragrance-Free\", \"asin\": \"B00NGGFLTU\", \"price\": \"$39.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Daily Tinted Fluid Sunscreen 12 Shades for Face Moisturizing Broad Spectrum SPF 40 Korean Skincare 50ml, 1.69 fl.oz #LN110\", \"asin\": \"B0DP5ZPRXC\", \"price\": \"$20.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"UV Clear Tinted Face Sunscreen, SPF 46 Oil- Free Tinted Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen, 1.7 oz Pump\", \"asin\": \"B00ZPWR0N8\", \"price\": \"$42.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Thermal Spring Water, Face Mist Hydrating Spray with Antioxidants to Hydrate and Soothe Skin, Facial Spray\", \"asin\": \"B000V3O732\", \"price\": \"$19.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"\\ud835\\udc36\\ud835\\udc52\\ud835\\udc5b\\ud835\\udc61\\ud835\\udc52\\ud835\\udc59\\ud835\\udc59\\u00e1 Sunscreen SPF 50, Hyalu Cica Water-Fit Sun Serum, Face Sun Screen Long-Lasting Protection, Cen-tella Madagascar Sunscreen, NO White Cast - Dry Oily Skincare (Blue 1)\", \"asin\": \"B0D44ZKMKD\", \"price\": \"$12.49\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Waterfull Tone-Up Sunscreen Serum BROAD SPECTRUM SPF 50 + Korean Sunscreen for Face, All Skin Tones, Sweat Proof Formula (1.69 fl.oz.)\", \"asin\": \"B0DKJ3BX2F\", \"price\": \"$19.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Airy Sunstick Protection Bar Broad Spectrum SPF50+ 0.81 oz / 23 g (Semi- matte) | Korean Suncreen Stick Suncare Sunblock, No Whitecast, Protector Solar Barra, Water resistant\", \"asin\": \"B0C45CK57M\", \"price\": \"$18.79\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Unseen Sunscreen - SPF 40 - Invisible, Broad Spectrum Face Sunscreen + Makeup-Gripping Primer - Weightless, Scentless, Oil Free - For All Skin Types & Skin Tones - 1.7 fl oz\", \"asin\": \"B08CFVM1TT\", \"price\": \"$38.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Vitamin E Vitalizing Face Sunscreen SPF 50, 1.69 fl oz, SPF Moisturizer, Lightweight under Makeup, Travel Essentials, Summer Essentials, Korean Skin Care, Korean Sunscreen for Face\", \"asin\": \"B09ZY7468X\", \"price\": \"$20.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:08:22.290Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free\", \"asin\": \"B0BMDG8BHX\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size\", \"asin\": \"B01A0NT3D6\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Medium\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:13:48.979Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:13:48.979Z
|
click
|
quantity
|
rule
|
2025-04-22T04:13:48.979Z
|
train
| 10 |
2025-04-22T04:13:48.979Z
|
click
|
quantity
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
<|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": "La Roche-Posay Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free", "asin": "B0BMDG8BHX", "price": "$32.99", "quantity": ""},
{"title": "La Roche-Posay Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size", "asin": "B01A0NT3D6", "price": "$17.99", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz", "asin": "B0CNKXCL4X", "price": "$23.46", "quantity": ""},
{"title": "Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz", "asin": "/promo/AAYFGG9ZNAXSR", "price": "$12.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3", "asin": "B076GZX3KL", "price": "$26.64", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]},
{"title": "CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Medium"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:13:48.979Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>",
"index": 10,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free\", \"asin\": \"B0BMDG8BHX\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size\", \"asin\": \"B01A0NT3D6\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Medium\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:13:48.979Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free\", \"asin\": \"B0BMDG8BHX\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size\", \"asin\": \"B01A0NT3D6\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:15:08.015Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:15:08.015Z
|
input
|
neutrogena beach defense
|
rule
|
2025-04-22T04:15:08.015Z
|
train
| 11 |
2025-04-22T04:15:08.015Z
|
input
|
neutrogena beach defense
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "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": ""
}
],
"promotion_items": [
{"title": "La Roche-Posay Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free", "asin": "B0BMDG8BHX", "price": "$32.99", "quantity": ""},
{"title": "La Roche-Posay Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size", "asin": "B01A0NT3D6", "price": "$17.99", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz", "asin": "B0CNKXCL4X", "price": "$23.46", "quantity": ""},
{"title": "Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz", "asin": "/promo/AAYFGG9ZNAXSR", "price": "$12.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3", "asin": "B076GZX3KL", "price": "$26.64", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:15:08.015Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>neutrogena beach defense</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>neutrogena beach defense</answer_argument>",
"index": 11,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free\", \"asin\": \"B0BMDG8BHX\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size\", \"asin\": \"B01A0NT3D6\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:15:08.015Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free\", \"asin\": \"B0BMDG8BHX\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size\", \"asin\": \"B01A0NT3D6\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:15:45.995Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:15:45.995Z
|
input
|
neutrogena beach defense lotion
|
rule
|
2025-04-22T04:15:45.995Z
|
train
| 12 |
2025-04-22T04:15:45.995Z
|
input
|
neutrogena beach defense lotion
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
<|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": "La Roche-Posay Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free", "asin": "B0BMDG8BHX", "price": "$32.99", "quantity": ""},
{"title": "La Roche-Posay Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size", "asin": "B01A0NT3D6", "price": "$17.99", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz", "asin": "B0CNKXCL4X", "price": "$23.46", "quantity": ""},
{"title": "Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz", "asin": "/promo/AAYFGG9ZNAXSR", "price": "$12.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3", "asin": "B076GZX3KL", "price": "$26.64", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:15:45.995Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>neutrogena beach defense lotion</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>neutrogena beach defense lotion</answer_argument>",
"index": 12,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Anthelios Kids Gentle Lotion Sunscreen SPF 50, Broad Spectrum SPF + Antioxidants, Sunscreen For Kids, Octinoxate & Oxybenzone-Free, Pediatrician Tested, Non Comedogenic, Oil Free\", \"asin\": \"B0BMDG8BHX\", \"price\": \"$32.99\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Clear Skin Sunscreen Dry Touch SPF 60, Oil Free Sunscreen For Face, Oil Absorbing, Broad Spectrum SPF + Antioxidants, Non-Greasy, Oxybenzone Free, Travel Size\", \"asin\": \"B01A0NT3D6\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:15:45.995Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"neutrogena beach defense lotion\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"2\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"price\": \"$25.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\\n6.7 Fl Oz (Pack of 1)\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\\n6.5 Ounce (Pack of 1)\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\\n1.5 Ounce (Pack of 1)\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\\n3 Fl Oz (Pack of 2)\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\\n3 Fl Oz (Pack of 1)\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\\n6.7 Fl Oz (Pack of 1)\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\\n1.5 Ounce (Pack of 1)\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\\n6.5 Ounce (Pack of 1)\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\\n3 Fl Oz (Pack of 2)\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\\n5 Ounce (Pack of 3)\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Cleansing & Makeup Removers\",\n \"asin\": \"B00U2VQZDS\"\n},\n {\n \"title\": \"Moisturizers & Treatments\",\n \"asin\": \"B0C9L29ZYS\"\n},\n {\n \"title\": \"Facial Sunscreen\",\n \"asin\": \"B0DG2QN9XF\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sunscreen Lotion Beach Defense SPF 50, 6.7 fl oz, Face and Body Sunscreen, Oil Free, Fast Absorbing, Oxybenzone Free Sun Care\", \"asin\": \"B07YG92FC4\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Beach Defense Spray Sunscreen with Broad Spectrum SPF 70, Fast Absorbing Sunscreen Body Spray Mist, Water-Resistant UVA/UVB Sun Protection, Oxybenzone Free, 6.5 oz\", \"asin\": \"B00ANL8QHA\", \"price\": \"$9.58\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 30, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B00ANL8PYY\", \"price\": \"$9.09\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultimate Sun Protector Lotion - Invisible Broad-Spectrum Sunscreen for Face & Body - Lightweight Formula - All Skin Types\", \"asin\": \"B0CV1XSJZ2\", \"price\": \"$25.00\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Urban Environment Oil-Free Sunscreen SPF 42 - Protects, Hydrates, Mattifies & Works as Face Primer - Water Resistant for 40 Minutes - Non-Comedogenic\", \"asin\": \"B0BGMJT64G\", \"price\": \"$38.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Beach Defense Sunscreen Spray SPF 30 Water-Resistant Sunscreen Body Spray with Broad Spectrum SPF 30, PABA-Free, Oxybenzone-Free & Fast-Drying, Superior Sun Protection, 8.5 oz\", \"asin\": \"B07B65XX81\", \"price\": \"$11.88\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Invisible Daily Defense Fragrance-Free Sunscreen Lotion, Broad Spectrum SPF 60+, Oxybenzone-Free & Water-Resistant, Sun & Environmental Aggressor Protection, 3.0 fl. oz\", \"asin\": \"B0BLS46MQL\", \"price\": \"$12.35\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Invisible Daily Defense Sunscreen Lotion, Broad Spectrum SPF 30, Oxybenzone-Free & Water-Resistant, Sun & Environmental Aggressor Protection, Antioxidant Complex, 3.0 fl. oz\", \"asin\": \"B08HWK6GYM\", \"price\": \"$12.10\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense SPF 60+ Sun Care Sunscreen Spray - 8.5 Ounce\", \"asin\": \"B0CL5BZBHK\", \"price\": \"$9.15\", \"delivery\": \"FREE delivery Apr 28 - May 2 Or fastest delivery Fri, Apr 25 Only 16 left in stock - order soon.\"},\n {\"title\": \"Original SPF 30 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Hawaii 104 Act Compliant (Made without Octinoxate & Oxybenzone) - 8 oz\", \"asin\": \"B004XGPMFA\", \"price\": \"$18.49\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Light Fluid Facial Sunscreen SPF 60, Lightweight Sunscreen For Face, Fluid Texture, Broad Spectrum SPF + Antioxidants, Oil Free & Oxybenzone Free, Travel Size 1.7 Fl. Oz.\", \"asin\": \"B002CML1XE\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"B0DG2QN9XF\", \"price\": \"$14.88\", \"delivery\": \"FREE delivery Sat, Apr 26 for Prime members\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen Lotion, Broad Spectrum SPF 70 UVA/UVB Protection, Lightweight Water Resistant, Non-Comedogenic & Non-Greasy, Travel Size, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI056K\", \"price\": \"$26.64\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"B0CS7Z9PCZ\", \"price\": \"$25.76\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Anthelios Tinted Sunscreen SPF 40+, Broad Spectrum SPF + Antioxidants, Titanium Dioxide & Zinc Oxide Sunscreen, 4 Flexible Shades With No White Cast, Oil Free & Oxybenzone Free\", \"asin\": \"B007U54P36\", \"price\": \"$37.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Urban Environment Fresh-Moisture Sunscreen SPF 42 - 50 mL - Protects Against UVA/UVB Rays & Pollution - 12-Hour Hydration - Water Resistant for 40 Minutes - Non-Comedogenic\", \"asin\": \"B0BGMJZ3GY\", \"price\": \"$38.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Purescreen+ Mineral Beach Defense On-The-Go Body Sunscreen Stick with Broad Spectrum SPF 50, Water Resistant UVA/UVB Protection, Absorbs Quickly & Dries Clear, 1.5 oz\", \"asin\": \"B0BLRT33H2\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Wed, Apr 30 Or fastest delivery Apr 23 - 24 Only 1 left in stock - order soon.\"},\n {\"title\": \"Sport Active Defense SPF 30 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum UVA/UVB Sun Protection for Sunburn Prevention, Oxybenzone-Free, 5.0 oz\", \"asin\": \"B0CM4HJ7HY\", \"price\": \"$12.98\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Invisible Daily Sunscreen Lotion, Broad Spectrum SPF 60+, Oxybenzone-Free & Water-Resistant, Sun or Environmental Aggressor Protection, Antioxidant, 3 Fl Oz (Pack of 1)\", \"asin\": \"B08HWH65L8\", \"price\": \"$16.95\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Invisible Daily Defense Face Sunscreen + Hydrating Serum with Broad Spectrum SPF 60 & Antioxidants to Help Skin Glow, Oil-Free, Fragrance Free, 1.7 fl. oz\", \"asin\": \"B08HWK8F9T\", \"price\": \"$14.69\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"B0DPXQWVYT\", \"price\": \"$12.97\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 55 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz\", \"asin\": \"B000EPA4GQ\", \"price\": \"$9.79\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Hydro Boost Moisturizing Water Gel Sunscreen Lotion with Broad Spectrum SPF 50, Water-Resistant & Non-Greasy Hydrating Sunscreen Lotion, Oil-Free, 3 fl. oz\", \"asin\": \"B07T2DP3TK\", \"price\": \"$11.53\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen, SPF70, 6.7 oz Lotion\", \"asin\": \"B08M68KX85\"},\n {\"title\": \"Purescreen+ Mineral Beach Defense Active Performance Body Lotion Sunscreen with Broad Spectrum SPF 30, Quick Drying and Water-Resistant 80 Minutes UVA/UVB Protection, 3.0 fl. oz\", \"asin\": \"B0BLS55K2N\"},\n {\"title\": \"Beach Defense Water-Resistant Body Sunscreen Lotion with Broad Spectrum SPF 30, Oil-Free, PABA-Free, Oxybenzone-Free & Fast-Absorbing Sun Protection Against UVA/UVB Rays, 6.7 fl. oz\", \"asin\": \"B01EMYVUBW\"},\n {\"title\": \"Beach Defense Sunscreen Lotion Broad Spectrum SPF 70, Travel Size (Pack of 3) 1 oz\", \"asin\": \"B015GKWRL8\"},\n {\"title\": \"Beauty and the Beast Beach Defense Sunscreen Lotion Broad Spectrum SPF 70, 6.7 Ounce\", \"asin\": \"B01MQIUSK0\"},\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70 (6.7 oz - 2 Pack)\", \"asin\": \"B07RWW1VZR\"},\n {\"title\": \"Beach Defense Spf#70 1 Ounce Tube (12 Pieces) (29ml)\", \"asin\": \"B07JGC89BY\"},\n {\"title\": \"Beach Defense 3 Pack Bundle Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00GMP937I\"},\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B01N67YMQ0\"},\n {\"title\": \"Beach Defense Kids Sunscreen Spray Broad Spectrum SPF 70, 6.5 Oz\", \"asin\": \"B0BW4SH3D1\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 30 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz, Pack of 3\", \"asin\": \"B08QKQXZ46\", \"price\": \"$35.97\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Hydro Boost Moisturizing Water Gel Sunscreen Lotion with Broad Spectrum SPF 50, Water-Resistant & Non-Greasy Hydrating Sunscreen Lotion, Oil-Free, 3 fl. oz, 3 Pack\", \"asin\": \"B0771GYTB3\", \"price\": \"$30.92\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"SPORT Sunscreen SPF 30 Lotion, Water Resistant Sunscreen, Body Sunscreen Lotion, 7 Fl Oz\", \"asin\": \"B0173G3ANM\", \"price\": \"$6.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Norwegian Formula Deep Moisturiser Body Lotion - Dry Skin (400ml)\", \"asin\": \"B00GHNYKM8\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery May 6 - 14 for Prime members\"},\n {\"title\": \"Sheer Zinc Oxide Mineral Sunscreen Stick - SPF 50+, 1.5 oz\", \"asin\": \"B07YH19JQW\", \"price\": \"$21.22\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23 Only 5 left in stock - order soon.\"},\n {\"title\": \"Clear Body Breakout-Free Liquid Sunscreen Lotion for AcneProne Skin, Oil Free Sunscreen, Broad Spectrum SPF 30, Oxybenzone Free, Fragrance Free, Non Comedogenic, Unscented, 5 Fl Oz\", \"asin\": \"B07YFHF5X4\", \"price\": \"$12.65\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Sport SPF 30 Sunscreen Spray, Body Sunscreen, Water Resistant Spray Sunscreen, 5.5 Oz, Pack of 2 (Packaging May Vary)\", \"asin\": \"B074W9HR72\", \"price\": \"$12.47\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"SPORT Sunscreen Lotion Broad Spectrum SPF 50 Multipack (7-Fluid Ounce Bottle, Pack of 3)\", \"asin\": \"B078BF2BGP\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 30 - May 5 Only 19 left in stock - order soon.\"},\n {\"title\": \"Clear Zinc Oxide Sunscreen Face Stick SPF 50, Water Resistant for 80 Minutes - .49oz Stick\", \"asin\": \"B004RHO904\", \"price\": \"$11.99\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultra Sheer SPF 60 Face Sunscreen Stick, Water Resistant Facial Stick with Broad Spectrum SPF 60 Protection for Sensitive Skin, Mini Travel Sunscreen, Oxybenzone-Free, .47 oz\", \"asin\": \"B0DMC6ZRJZ\", \"price\": \"$10.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen, SPF50, 1.5 oz Stick\", \"asin\": \"B08M69ZQ9G\", \"price\": \"$9.88\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23 Only 2 left in stock - order soon.\"},\n {\"title\": \"Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 30, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz Pack of 3\", \"asin\": \"B076H45H6C\", \"price\": \"$38.42\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultra Sheer Body Mist Sunscreen Spray Broad Spectrum SPF 45, Lightweight, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB Sunscreen Mist, 5 oz, 3 Pack\", \"asin\": \"B08QKQXGMC\"},\n {\"title\": \"Deep Moisture Body Lotion for Dry Skin, Norwegian Formula, 24 Hour Moisture, 13.5 Ounce (Pack of 3)\", \"asin\": \"B083C2PF78\", \"price\": \"$47.82\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Protect + Soothe Mineral Sunscreen Stick for Sensitive Skin, SPF 50, Water-Resistant for 80 minutes, Face & Body Sunscreen with Zinc Oxide & Oat, Fragrance-Free, Travel Size, 1.5 OZ\", \"asin\": \"B07Z9SYF6N\", \"price\": \"$12.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 45, 3 fl. oz, (Pack of 2)\", \"asin\": \"B07GSNS5D7\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:17:50.869Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:17:50.869Z
|
input
|
neutrogena beach defense lotion
|
rule
|
2025-04-22T04:17:50.869Z
|
train
| 13 |
2025-04-22T04:17:50.869Z
|
input
|
neutrogena beach defense lotion
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
<|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": "neutrogena beach defense lotion"
}
],
"cart_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "price": "$9.88", "quantity": "1"},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": "1"},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68", "quantity": "2"},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "price": "$25.99", "quantity": "1"}
],
"promotion_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\n6.7 Fl Oz (Pack of 1)", "asin": "B00AEN4QZ8", "price": "$9.88", "quantity": ""},
{"title": "Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\n6.5 Ounce (Pack of 1)", "asin": "B07X1YDGSF", "price": "$9.88", "quantity": ""},
{"title": "Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\n1.5 Ounce (Pack of 1)", "asin": "B00HNSSV0S", "price": "$9.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\n3 Fl Oz (Pack of 2)", "asin": "B004D2DR0Q", "price": "$16.98", "quantity": ""},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\n3 Fl Oz (Pack of 1)", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": ""},
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\n6.7 Fl Oz (Pack of 1)", "asin": "B00AEN4QZ8", "price": "$9.88", "quantity": ""},
{"title": "Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\n1.5 Ounce (Pack of 1)", "asin": "B00HNSSV0S", "price": "$9.88", "quantity": ""},
{"title": "Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\n6.5 Ounce (Pack of 1)", "asin": "B07X1YDGSF", "price": "$9.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\n3 Fl Oz (Pack of 2)", "asin": "B004D2DR0Q", "price": "$16.98", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\n5 Ounce (Pack of 3)", "asin": "B076GZX3KL", "price": "$26.64", "quantity": ""}
],
"ads": [
{
"title": "Cleansing & Makeup Removers",
"asin": "B00U2VQZDS"
},
{
"title": "Moisturizers & Treatments",
"asin": "B0C9L29ZYS"
},
{
"title": "Facial Sunscreen",
"asin": "B0DG2QN9XF"
}
],
"search_results": [
{"title": "Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "price": "$9.88", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size", "asin": "B00HNSSV0S", "price": "$9.88", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ", "asin": "B07X1YDGSF", "price": "$9.88", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "B09MV3MHJD", "price": "$14.88", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3", "asin": "B076GZX3KL", "price": "$26.64", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size", "asin": "B00HNSSV0S", "price": "$9.88", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Sunscreen Lotion Beach Defense SPF 50, 6.7 fl oz, Face and Body Sunscreen, Oil Free, Fast Absorbing, Oxybenzone Free Sun Care", "asin": "B07YG92FC4", "price": "$9.88", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "price": "$9.88", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ", "asin": "B07X1YDGSF", "price": "$9.88", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Beach Defense Spray Sunscreen with Broad Spectrum SPF 70, Fast Absorbing Sunscreen Body Spray Mist, Water-Resistant UVA/UVB Sun Protection, Oxybenzone Free, 6.5 oz", "asin": "B00ANL8QHA", "price": "$9.58", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 30, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ", "asin": "B00ANL8PYY", "price": "$9.09", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Ultimate Sun Protector Lotion - Invisible Broad-Spectrum Sunscreen for Face & Body - Lightweight Formula - All Skin Types", "asin": "B0CV1XSJZ2", "price": "$25.00", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
{"title": "Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Urban Environment Oil-Free Sunscreen SPF 42 - Protects, Hydrates, Mattifies & Works as Face Primer - Water Resistant for 40 Minutes - Non-Comedogenic", "asin": "B0BGMJT64G", "price": "$38.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Beach Defense Sunscreen Spray SPF 30 Water-Resistant Sunscreen Body Spray with Broad Spectrum SPF 30, PABA-Free, Oxybenzone-Free & Fast-Drying, Superior Sun Protection, 8.5 oz", "asin": "B07B65XX81", "price": "$11.88", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Invisible Daily Defense Fragrance-Free Sunscreen Lotion, Broad Spectrum SPF 60+, Oxybenzone-Free & Water-Resistant, Sun & Environmental Aggressor Protection, 3.0 fl. oz", "asin": "B0BLS46MQL", "price": "$12.35", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Invisible Daily Defense Sunscreen Lotion, Broad Spectrum SPF 30, Oxybenzone-Free & Water-Resistant, Sun & Environmental Aggressor Protection, Antioxidant Complex, 3.0 fl. oz", "asin": "B08HWK6GYM", "price": "$12.10", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Beach Defense SPF 60+ Sun Care Sunscreen Spray - 8.5 Ounce", "asin": "B0CL5BZBHK", "price": "$9.15", "delivery": "FREE delivery Apr 28 - May 2 Or fastest delivery Fri, Apr 25 Only 16 left in stock - order soon."},
{"title": "Original SPF 30 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Hawaii 104 Act Compliant (Made without Octinoxate & Oxybenzone) - 8 oz", "asin": "B004XGPMFA", "price": "$18.49", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack", "asin": "B004D2DR0Q", "price": "$16.98", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Anthelios Light Fluid Facial Sunscreen SPF 60, Lightweight Sunscreen For Face, Fluid Texture, Broad Spectrum SPF + Antioxidants, Oil Free & Oxybenzone Free, Travel Size 1.7 Fl. Oz.", "asin": "B002CML1XE", "price": "$32.99", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "B0DG2QN9XF", "price": "$14.88", "delivery": "FREE delivery Sat, Apr 26 for Prime members"},
{"title": "Ultra Sheer Dry-Touch Sunscreen Lotion, Broad Spectrum SPF 70 UVA/UVB Protection, Lightweight Water Resistant, Non-Comedogenic & Non-Greasy, Travel Size, 3 fl. oz (Pack of 3)", "asin": "B01LTI056K", "price": "$26.64", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3", "asin": "B076GZX3KL", "price": "$26.64", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "B0CS7Z9PCZ", "price": "$25.76", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Anthelios Tinted Sunscreen SPF 40+, Broad Spectrum SPF + Antioxidants, Titanium Dioxide & Zinc Oxide Sunscreen, 4 Flexible Shades With No White Cast, Oil Free & Oxybenzone Free", "asin": "B007U54P36", "price": "$37.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Urban Environment Fresh-Moisture Sunscreen SPF 42 - 50 mL - Protects Against UVA/UVB Rays & Pollution - 12-Hour Hydration - Water Resistant for 40 Minutes - Non-Comedogenic", "asin": "B0BGMJZ3GY", "price": "$38.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Purescreen+ Mineral Beach Defense On-The-Go Body Sunscreen Stick with Broad Spectrum SPF 50, Water Resistant UVA/UVB Protection, Absorbs Quickly & Dries Clear, 1.5 oz", "asin": "B0BLRT33H2", "price": "$16.99", "delivery": "FREE delivery Wed, Apr 30 Or fastest delivery Apr 23 - 24 Only 1 left in stock - order soon."},
{"title": "Sport Active Defense SPF 30 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum UVA/UVB Sun Protection for Sunburn Prevention, Oxybenzone-Free, 5.0 oz", "asin": "B0CM4HJ7HY", "price": "$12.98", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Invisible Daily Sunscreen Lotion, Broad Spectrum SPF 60+, Oxybenzone-Free & Water-Resistant, Sun or Environmental Aggressor Protection, Antioxidant, 3 Fl Oz (Pack of 1)", "asin": "B08HWH65L8", "price": "$16.95", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Invisible Daily Defense Face Sunscreen + Hydrating Serum with Broad Spectrum SPF 60 & Antioxidants to Help Skin Glow, Oil-Free, Fragrance Free, 1.7 fl. oz", "asin": "B08HWK8F9T", "price": "$14.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz", "asin": "B0DPXQWVYT", "price": "$12.97", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
{"title": "Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 55 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz", "asin": "B000EPA4GQ", "price": "$9.79", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Hydro Boost Moisturizing Water Gel Sunscreen Lotion with Broad Spectrum SPF 50, Water-Resistant & Non-Greasy Hydrating Sunscreen Lotion, Oil-Free, 3 fl. oz", "asin": "B07T2DP3TK", "price": "$11.53", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Neutrogena Beach Defense Sunscreen, SPF70, 6.7 oz Lotion", "asin": "B08M68KX85"},
{"title": "Purescreen+ Mineral Beach Defense Active Performance Body Lotion Sunscreen with Broad Spectrum SPF 30, Quick Drying and Water-Resistant 80 Minutes UVA/UVB Protection, 3.0 fl. oz", "asin": "B0BLS55K2N"},
{"title": "Beach Defense Water-Resistant Body Sunscreen Lotion with Broad Spectrum SPF 30, Oil-Free, PABA-Free, Oxybenzone-Free & Fast-Absorbing Sun Protection Against UVA/UVB Rays, 6.7 fl. oz", "asin": "B01EMYVUBW"},
{"title": "Beach Defense Sunscreen Lotion Broad Spectrum SPF 70, Travel Size (Pack of 3) 1 oz", "asin": "B015GKWRL8"},
{"title": "Beauty and the Beast Beach Defense Sunscreen Lotion Broad Spectrum SPF 70, 6.7 Ounce", "asin": "B01MQIUSK0"},
{"title": "Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70 (6.7 oz - 2 Pack)", "asin": "B07RWW1VZR"},
{"title": "Beach Defense Spf#70 1 Ounce Tube (12 Pieces) (29ml)", "asin": "B07JGC89BY"},
{"title": "Beach Defense 3 Pack Bundle Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00GMP937I"},
{"title": "Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B01N67YMQ0"},
{"title": "Beach Defense Kids Sunscreen Spray Broad Spectrum SPF 70, 6.5 Oz", "asin": "B0BW4SH3D1"},
{"title": "Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 30 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz, Pack of 3", "asin": "B08QKQXZ46", "price": "$35.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Hydro Boost Moisturizing Water Gel Sunscreen Lotion with Broad Spectrum SPF 50, Water-Resistant & Non-Greasy Hydrating Sunscreen Lotion, Oil-Free, 3 fl. oz, 3 Pack", "asin": "B0771GYTB3", "price": "$30.92", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "SPORT Sunscreen SPF 30 Lotion, Water Resistant Sunscreen, Body Sunscreen Lotion, 7 Fl Oz", "asin": "B0173G3ANM", "price": "$6.50", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Norwegian Formula Deep Moisturiser Body Lotion - Dry Skin (400ml)", "asin": "B00GHNYKM8", "price": "$9.99", "delivery": "FREE delivery May 6 - 14 for Prime members"},
{"title": "Sheer Zinc Oxide Mineral Sunscreen Stick - SPF 50+, 1.5 oz", "asin": "B07YH19JQW", "price": "$21.22", "delivery": " Two-Day FREE delivery Wed, Apr 23 Only 5 left in stock - order soon."},
{"title": "Clear Body Breakout-Free Liquid Sunscreen Lotion for AcneProne Skin, Oil Free Sunscreen, Broad Spectrum SPF 30, Oxybenzone Free, Fragrance Free, Non Comedogenic, Unscented, 5 Fl Oz", "asin": "B07YFHF5X4", "price": "$12.65", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Sport SPF 30 Sunscreen Spray, Body Sunscreen, Water Resistant Spray Sunscreen, 5.5 Oz, Pack of 2 (Packaging May Vary)", "asin": "B074W9HR72", "price": "$12.47", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "SPORT Sunscreen Lotion Broad Spectrum SPF 50 Multipack (7-Fluid Ounce Bottle, Pack of 3)", "asin": "B078BF2BGP", "price": "$37.99", "delivery": "FREE delivery Apr 30 - May 5 Only 19 left in stock - order soon."},
{"title": "Clear Zinc Oxide Sunscreen Face Stick SPF 50, Water Resistant for 80 Minutes - .49oz Stick", "asin": "B004RHO904", "price": "$11.99", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Ultra Sheer SPF 60 Face Sunscreen Stick, Water Resistant Facial Stick with Broad Spectrum SPF 60 Protection for Sensitive Skin, Mini Travel Sunscreen, Oxybenzone-Free, .47 oz", "asin": "B0DMC6ZRJZ", "price": "$10.88", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Neutrogena Beach Defense Sunscreen, SPF50, 1.5 oz Stick", "asin": "B08M69ZQ9G", "price": "$9.88", "delivery": " Two-Day FREE delivery Wed, Apr 23 Only 2 left in stock - order soon."},
{"title": "Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 30, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz Pack of 3", "asin": "B076H45H6C", "price": "$38.42", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Ultra Sheer Body Mist Sunscreen Spray Broad Spectrum SPF 45, Lightweight, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB Sunscreen Mist, 5 oz, 3 Pack", "asin": "B08QKQXGMC"},
{"title": "Deep Moisture Body Lotion for Dry Skin, Norwegian Formula, 24 Hour Moisture, 13.5 Ounce (Pack of 3)", "asin": "B083C2PF78", "price": "$47.82", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Protect + Soothe Mineral Sunscreen Stick for Sensitive Skin, SPF 50, Water-Resistant for 80 minutes, Face & Body Sunscreen with Zinc Oxide & Oat, Fragrance-Free, Travel Size, 1.5 OZ", "asin": "B07Z9SYF6N", "price": "$12.50", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 45, 3 fl. oz, (Pack of 2)", "asin": "B07GSNS5D7"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:17:50.869Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>neutrogena beach defense lotion</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>neutrogena beach defense lotion</answer_argument>",
"index": 13,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"neutrogena beach defense lotion\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"2\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"price\": \"$25.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\\n6.7 Fl Oz (Pack of 1)\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\\n6.5 Ounce (Pack of 1)\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\\n1.5 Ounce (Pack of 1)\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\\n3 Fl Oz (Pack of 2)\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\\n3 Fl Oz (Pack of 1)\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\\n6.7 Fl Oz (Pack of 1)\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\\n1.5 Ounce (Pack of 1)\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\\n6.5 Ounce (Pack of 1)\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\\n3 Fl Oz (Pack of 2)\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\\n5 Ounce (Pack of 3)\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Cleansing & Makeup Removers\",\n \"asin\": \"B00U2VQZDS\"\n},\n {\n \"title\": \"Moisturizers & Treatments\",\n \"asin\": \"B0C9L29ZYS\"\n},\n {\n \"title\": \"Facial Sunscreen\",\n \"asin\": \"B0DG2QN9XF\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sunscreen Lotion Beach Defense SPF 50, 6.7 fl oz, Face and Body Sunscreen, Oil Free, Fast Absorbing, Oxybenzone Free Sun Care\", \"asin\": \"B07YG92FC4\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Beach Defense Spray Sunscreen with Broad Spectrum SPF 70, Fast Absorbing Sunscreen Body Spray Mist, Water-Resistant UVA/UVB Sun Protection, Oxybenzone Free, 6.5 oz\", \"asin\": \"B00ANL8QHA\", \"price\": \"$9.58\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 30, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B00ANL8PYY\", \"price\": \"$9.09\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultimate Sun Protector Lotion - Invisible Broad-Spectrum Sunscreen for Face & Body - Lightweight Formula - All Skin Types\", \"asin\": \"B0CV1XSJZ2\", \"price\": \"$25.00\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Urban Environment Oil-Free Sunscreen SPF 42 - Protects, Hydrates, Mattifies & Works as Face Primer - Water Resistant for 40 Minutes - Non-Comedogenic\", \"asin\": \"B0BGMJT64G\", \"price\": \"$38.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Beach Defense Sunscreen Spray SPF 30 Water-Resistant Sunscreen Body Spray with Broad Spectrum SPF 30, PABA-Free, Oxybenzone-Free & Fast-Drying, Superior Sun Protection, 8.5 oz\", \"asin\": \"B07B65XX81\", \"price\": \"$11.88\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Invisible Daily Defense Fragrance-Free Sunscreen Lotion, Broad Spectrum SPF 60+, Oxybenzone-Free & Water-Resistant, Sun & Environmental Aggressor Protection, 3.0 fl. oz\", \"asin\": \"B0BLS46MQL\", \"price\": \"$12.35\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Invisible Daily Defense Sunscreen Lotion, Broad Spectrum SPF 30, Oxybenzone-Free & Water-Resistant, Sun & Environmental Aggressor Protection, Antioxidant Complex, 3.0 fl. oz\", \"asin\": \"B08HWK6GYM\", \"price\": \"$12.10\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense SPF 60+ Sun Care Sunscreen Spray - 8.5 Ounce\", \"asin\": \"B0CL5BZBHK\", \"price\": \"$9.15\", \"delivery\": \"FREE delivery Apr 28 - May 2 Or fastest delivery Fri, Apr 25 Only 16 left in stock - order soon.\"},\n {\"title\": \"Original SPF 30 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Hawaii 104 Act Compliant (Made without Octinoxate & Oxybenzone) - 8 oz\", \"asin\": \"B004XGPMFA\", \"price\": \"$18.49\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Light Fluid Facial Sunscreen SPF 60, Lightweight Sunscreen For Face, Fluid Texture, Broad Spectrum SPF + Antioxidants, Oil Free & Oxybenzone Free, Travel Size 1.7 Fl. Oz.\", \"asin\": \"B002CML1XE\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"B0DG2QN9XF\", \"price\": \"$14.88\", \"delivery\": \"FREE delivery Sat, Apr 26 for Prime members\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen Lotion, Broad Spectrum SPF 70 UVA/UVB Protection, Lightweight Water Resistant, Non-Comedogenic & Non-Greasy, Travel Size, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI056K\", \"price\": \"$26.64\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"B0CS7Z9PCZ\", \"price\": \"$25.76\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Anthelios Tinted Sunscreen SPF 40+, Broad Spectrum SPF + Antioxidants, Titanium Dioxide & Zinc Oxide Sunscreen, 4 Flexible Shades With No White Cast, Oil Free & Oxybenzone Free\", \"asin\": \"B007U54P36\", \"price\": \"$37.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Urban Environment Fresh-Moisture Sunscreen SPF 42 - 50 mL - Protects Against UVA/UVB Rays & Pollution - 12-Hour Hydration - Water Resistant for 40 Minutes - Non-Comedogenic\", \"asin\": \"B0BGMJZ3GY\", \"price\": \"$38.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Purescreen+ Mineral Beach Defense On-The-Go Body Sunscreen Stick with Broad Spectrum SPF 50, Water Resistant UVA/UVB Protection, Absorbs Quickly & Dries Clear, 1.5 oz\", \"asin\": \"B0BLRT33H2\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Wed, Apr 30 Or fastest delivery Apr 23 - 24 Only 1 left in stock - order soon.\"},\n {\"title\": \"Sport Active Defense SPF 30 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum UVA/UVB Sun Protection for Sunburn Prevention, Oxybenzone-Free, 5.0 oz\", \"asin\": \"B0CM4HJ7HY\", \"price\": \"$12.98\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Invisible Daily Sunscreen Lotion, Broad Spectrum SPF 60+, Oxybenzone-Free & Water-Resistant, Sun or Environmental Aggressor Protection, Antioxidant, 3 Fl Oz (Pack of 1)\", \"asin\": \"B08HWH65L8\", \"price\": \"$16.95\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Invisible Daily Defense Face Sunscreen + Hydrating Serum with Broad Spectrum SPF 60 & Antioxidants to Help Skin Glow, Oil-Free, Fragrance Free, 1.7 fl. oz\", \"asin\": \"B08HWK8F9T\", \"price\": \"$14.69\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"B0DPXQWVYT\", \"price\": \"$12.97\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 55 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz\", \"asin\": \"B000EPA4GQ\", \"price\": \"$9.79\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Hydro Boost Moisturizing Water Gel Sunscreen Lotion with Broad Spectrum SPF 50, Water-Resistant & Non-Greasy Hydrating Sunscreen Lotion, Oil-Free, 3 fl. oz\", \"asin\": \"B07T2DP3TK\", \"price\": \"$11.53\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen, SPF70, 6.7 oz Lotion\", \"asin\": \"B08M68KX85\"},\n {\"title\": \"Purescreen+ Mineral Beach Defense Active Performance Body Lotion Sunscreen with Broad Spectrum SPF 30, Quick Drying and Water-Resistant 80 Minutes UVA/UVB Protection, 3.0 fl. oz\", \"asin\": \"B0BLS55K2N\"},\n {\"title\": \"Beach Defense Water-Resistant Body Sunscreen Lotion with Broad Spectrum SPF 30, Oil-Free, PABA-Free, Oxybenzone-Free & Fast-Absorbing Sun Protection Against UVA/UVB Rays, 6.7 fl. oz\", \"asin\": \"B01EMYVUBW\"},\n {\"title\": \"Beach Defense Sunscreen Lotion Broad Spectrum SPF 70, Travel Size (Pack of 3) 1 oz\", \"asin\": \"B015GKWRL8\"},\n {\"title\": \"Beauty and the Beast Beach Defense Sunscreen Lotion Broad Spectrum SPF 70, 6.7 Ounce\", \"asin\": \"B01MQIUSK0\"},\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70 (6.7 oz - 2 Pack)\", \"asin\": \"B07RWW1VZR\"},\n {\"title\": \"Beach Defense Spf#70 1 Ounce Tube (12 Pieces) (29ml)\", \"asin\": \"B07JGC89BY\"},\n {\"title\": \"Beach Defense 3 Pack Bundle Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00GMP937I\"},\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B01N67YMQ0\"},\n {\"title\": \"Beach Defense Kids Sunscreen Spray Broad Spectrum SPF 70, 6.5 Oz\", \"asin\": \"B0BW4SH3D1\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 30 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz, Pack of 3\", \"asin\": \"B08QKQXZ46\", \"price\": \"$35.97\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Hydro Boost Moisturizing Water Gel Sunscreen Lotion with Broad Spectrum SPF 50, Water-Resistant & Non-Greasy Hydrating Sunscreen Lotion, Oil-Free, 3 fl. oz, 3 Pack\", \"asin\": \"B0771GYTB3\", \"price\": \"$30.92\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"SPORT Sunscreen SPF 30 Lotion, Water Resistant Sunscreen, Body Sunscreen Lotion, 7 Fl Oz\", \"asin\": \"B0173G3ANM\", \"price\": \"$6.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Norwegian Formula Deep Moisturiser Body Lotion - Dry Skin (400ml)\", \"asin\": \"B00GHNYKM8\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery May 6 - 14 for Prime members\"},\n {\"title\": \"Sheer Zinc Oxide Mineral Sunscreen Stick - SPF 50+, 1.5 oz\", \"asin\": \"B07YH19JQW\", \"price\": \"$21.22\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23 Only 5 left in stock - order soon.\"},\n {\"title\": \"Clear Body Breakout-Free Liquid Sunscreen Lotion for AcneProne Skin, Oil Free Sunscreen, Broad Spectrum SPF 30, Oxybenzone Free, Fragrance Free, Non Comedogenic, Unscented, 5 Fl Oz\", \"asin\": \"B07YFHF5X4\", \"price\": \"$12.65\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Sport SPF 30 Sunscreen Spray, Body Sunscreen, Water Resistant Spray Sunscreen, 5.5 Oz, Pack of 2 (Packaging May Vary)\", \"asin\": \"B074W9HR72\", \"price\": \"$12.47\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"SPORT Sunscreen Lotion Broad Spectrum SPF 50 Multipack (7-Fluid Ounce Bottle, Pack of 3)\", \"asin\": \"B078BF2BGP\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 30 - May 5 Only 19 left in stock - order soon.\"},\n {\"title\": \"Clear Zinc Oxide Sunscreen Face Stick SPF 50, Water Resistant for 80 Minutes - .49oz Stick\", \"asin\": \"B004RHO904\", \"price\": \"$11.99\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultra Sheer SPF 60 Face Sunscreen Stick, Water Resistant Facial Stick with Broad Spectrum SPF 60 Protection for Sensitive Skin, Mini Travel Sunscreen, Oxybenzone-Free, .47 oz\", \"asin\": \"B0DMC6ZRJZ\", \"price\": \"$10.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen, SPF50, 1.5 oz Stick\", \"asin\": \"B08M69ZQ9G\", \"price\": \"$9.88\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23 Only 2 left in stock - order soon.\"},\n {\"title\": \"Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 30, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz Pack of 3\", \"asin\": \"B076H45H6C\", \"price\": \"$38.42\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultra Sheer Body Mist Sunscreen Spray Broad Spectrum SPF 45, Lightweight, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB Sunscreen Mist, 5 oz, 3 Pack\", \"asin\": \"B08QKQXGMC\"},\n {\"title\": \"Deep Moisture Body Lotion for Dry Skin, Norwegian Formula, 24 Hour Moisture, 13.5 Ounce (Pack of 3)\", \"asin\": \"B083C2PF78\", \"price\": \"$47.82\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Protect + Soothe Mineral Sunscreen Stick for Sensitive Skin, SPF 50, Water-Resistant for 80 minutes, Face & Body Sunscreen with Zinc Oxide & Oat, Fragrance-Free, Travel Size, 1.5 OZ\", \"asin\": \"B07Z9SYF6N\", \"price\": \"$12.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 45, 3 fl. oz, (Pack of 2)\", \"asin\": \"B07GSNS5D7\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:17:50.869Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"neutrogena beach defense lotion\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"2\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"price\": \"$25.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\\n6.7 Fl Oz (Pack of 1)\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\\n6.5 Ounce (Pack of 1)\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\\n1.5 Ounce (Pack of 1)\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\\n3 Fl Oz (Pack of 2)\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\\n3 Fl Oz (Pack of 1)\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\\n6.7 Fl Oz (Pack of 1)\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\\n1.5 Ounce (Pack of 1)\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\\n6.5 Ounce (Pack of 1)\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\\n3 Fl Oz (Pack of 2)\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\\n5 Ounce (Pack of 3)\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Cleansing & Makeup Removers\",\n \"asin\": \"B00U2VQZDS\"\n},\n {\n \"title\": \"Moisturizers & Treatments\",\n \"asin\": \"B0C9L29ZYS\"\n},\n {\n \"title\": \"Facial Sunscreen\",\n \"asin\": \"B0DG2QN9XF\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sunscreen Lotion Beach Defense SPF 50, 6.7 fl oz, Face and Body Sunscreen, Oil Free, Fast Absorbing, Oxybenzone Free Sun Care\", \"asin\": \"B07YG92FC4\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Beach Defense Spray Sunscreen with Broad Spectrum SPF 70, Fast Absorbing Sunscreen Body Spray Mist, Water-Resistant UVA/UVB Sun Protection, Oxybenzone Free, 6.5 oz\", \"asin\": \"B00ANL8QHA\", \"price\": \"$9.58\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 30, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B00ANL8PYY\", \"price\": \"$9.09\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultimate Sun Protector Lotion - Invisible Broad-Spectrum Sunscreen for Face & Body - Lightweight Formula - All Skin Types\", \"asin\": \"B0CV1XSJZ2\", \"price\": \"$25.00\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Urban Environment Oil-Free Sunscreen SPF 42 - Protects, Hydrates, Mattifies & Works as Face Primer - Water Resistant for 40 Minutes - Non-Comedogenic\", \"asin\": \"B0BGMJT64G\", \"price\": \"$38.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Beach Defense Sunscreen Spray SPF 30 Water-Resistant Sunscreen Body Spray with Broad Spectrum SPF 30, PABA-Free, Oxybenzone-Free & Fast-Drying, Superior Sun Protection, 8.5 oz\", \"asin\": \"B07B65XX81\", \"price\": \"$11.88\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Invisible Daily Defense Fragrance-Free Sunscreen Lotion, Broad Spectrum SPF 60+, Oxybenzone-Free & Water-Resistant, Sun & Environmental Aggressor Protection, 3.0 fl. oz\", \"asin\": \"B0BLS46MQL\", \"price\": \"$12.35\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Invisible Daily Defense Sunscreen Lotion, Broad Spectrum SPF 30, Oxybenzone-Free & Water-Resistant, Sun & Environmental Aggressor Protection, Antioxidant Complex, 3.0 fl. oz\", \"asin\": \"B08HWK6GYM\", \"price\": \"$12.10\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense SPF 60+ Sun Care Sunscreen Spray - 8.5 Ounce\", \"asin\": \"B0CL5BZBHK\", \"price\": \"$9.15\", \"delivery\": \"FREE delivery Apr 28 - May 2 Or fastest delivery Fri, Apr 25 Only 16 left in stock - order soon.\"},\n {\"title\": \"Original SPF 30 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Hawaii 104 Act Compliant (Made without Octinoxate & Oxybenzone) - 8 oz\", \"asin\": \"B004XGPMFA\", \"price\": \"$18.49\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Light Fluid Facial Sunscreen SPF 60, Lightweight Sunscreen For Face, Fluid Texture, Broad Spectrum SPF + Antioxidants, Oil Free & Oxybenzone Free, Travel Size 1.7 Fl. Oz.\", \"asin\": \"B002CML1XE\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"B0DG2QN9XF\", \"price\": \"$14.88\", \"delivery\": \"FREE delivery Sat, Apr 26 for Prime members\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen Lotion, Broad Spectrum SPF 70 UVA/UVB Protection, Lightweight Water Resistant, Non-Comedogenic & Non-Greasy, Travel Size, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI056K\", \"price\": \"$26.64\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"B0CS7Z9PCZ\", \"price\": \"$25.76\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Anthelios Tinted Sunscreen SPF 40+, Broad Spectrum SPF + Antioxidants, Titanium Dioxide & Zinc Oxide Sunscreen, 4 Flexible Shades With No White Cast, Oil Free & Oxybenzone Free\", \"asin\": \"B007U54P36\", \"price\": \"$37.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Urban Environment Fresh-Moisture Sunscreen SPF 42 - 50 mL - Protects Against UVA/UVB Rays & Pollution - 12-Hour Hydration - Water Resistant for 40 Minutes - Non-Comedogenic\", \"asin\": \"B0BGMJZ3GY\", \"price\": \"$38.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Purescreen+ Mineral Beach Defense On-The-Go Body Sunscreen Stick with Broad Spectrum SPF 50, Water Resistant UVA/UVB Protection, Absorbs Quickly & Dries Clear, 1.5 oz\", \"asin\": \"B0BLRT33H2\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Wed, Apr 30 Or fastest delivery Apr 23 - 24 Only 1 left in stock - order soon.\"},\n {\"title\": \"Sport Active Defense SPF 30 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum UVA/UVB Sun Protection for Sunburn Prevention, Oxybenzone-Free, 5.0 oz\", \"asin\": \"B0CM4HJ7HY\", \"price\": \"$12.98\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Invisible Daily Sunscreen Lotion, Broad Spectrum SPF 60+, Oxybenzone-Free & Water-Resistant, Sun or Environmental Aggressor Protection, Antioxidant, 3 Fl Oz (Pack of 1)\", \"asin\": \"B08HWH65L8\", \"price\": \"$16.95\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Invisible Daily Defense Face Sunscreen + Hydrating Serum with Broad Spectrum SPF 60 & Antioxidants to Help Skin Glow, Oil-Free, Fragrance Free, 1.7 fl. oz\", \"asin\": \"B08HWK8F9T\", \"price\": \"$14.69\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"B0DPXQWVYT\", \"price\": \"$12.97\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 55 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz\", \"asin\": \"B000EPA4GQ\", \"price\": \"$9.79\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Hydro Boost Moisturizing Water Gel Sunscreen Lotion with Broad Spectrum SPF 50, Water-Resistant & Non-Greasy Hydrating Sunscreen Lotion, Oil-Free, 3 fl. oz\", \"asin\": \"B07T2DP3TK\", \"price\": \"$11.53\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen, SPF70, 6.7 oz Lotion\", \"asin\": \"B08M68KX85\"},\n {\"title\": \"Purescreen+ Mineral Beach Defense Active Performance Body Lotion Sunscreen with Broad Spectrum SPF 30, Quick Drying and Water-Resistant 80 Minutes UVA/UVB Protection, 3.0 fl. oz\", \"asin\": \"B0BLS55K2N\"},\n {\"title\": \"Beach Defense Water-Resistant Body Sunscreen Lotion with Broad Spectrum SPF 30, Oil-Free, PABA-Free, Oxybenzone-Free & Fast-Absorbing Sun Protection Against UVA/UVB Rays, 6.7 fl. oz\", \"asin\": \"B01EMYVUBW\"},\n {\"title\": \"Beach Defense Sunscreen Lotion Broad Spectrum SPF 70, Travel Size (Pack of 3) 1 oz\", \"asin\": \"B015GKWRL8\"},\n {\"title\": \"Beauty and the Beast Beach Defense Sunscreen Lotion Broad Spectrum SPF 70, 6.7 Ounce\", \"asin\": \"B01MQIUSK0\"},\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70 (6.7 oz - 2 Pack)\", \"asin\": \"B07RWW1VZR\"},\n {\"title\": \"Beach Defense Spf#70 1 Ounce Tube (12 Pieces) (29ml)\", \"asin\": \"B07JGC89BY\"},\n {\"title\": \"Beach Defense 3 Pack Bundle Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00GMP937I\"},\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B01N67YMQ0\"},\n {\"title\": \"Beach Defense Kids Sunscreen Spray Broad Spectrum SPF 70, 6.5 Oz\", \"asin\": \"B0BW4SH3D1\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 30 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz, Pack of 3\", \"asin\": \"B08QKQXZ46\", \"price\": \"$35.97\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Hydro Boost Moisturizing Water Gel Sunscreen Lotion with Broad Spectrum SPF 50, Water-Resistant & Non-Greasy Hydrating Sunscreen Lotion, Oil-Free, 3 fl. oz, 3 Pack\", \"asin\": \"B0771GYTB3\", \"price\": \"$30.92\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"SPORT Sunscreen SPF 30 Lotion, Water Resistant Sunscreen, Body Sunscreen Lotion, 7 Fl Oz\", \"asin\": \"B0173G3ANM\", \"price\": \"$6.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Norwegian Formula Deep Moisturiser Body Lotion - Dry Skin (400ml)\", \"asin\": \"B00GHNYKM8\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery May 6 - 14 for Prime members\"},\n {\"title\": \"Sheer Zinc Oxide Mineral Sunscreen Stick - SPF 50+, 1.5 oz\", \"asin\": \"B07YH19JQW\", \"price\": \"$21.22\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23 Only 5 left in stock - order soon.\"},\n {\"title\": \"Clear Body Breakout-Free Liquid Sunscreen Lotion for AcneProne Skin, Oil Free Sunscreen, Broad Spectrum SPF 30, Oxybenzone Free, Fragrance Free, Non Comedogenic, Unscented, 5 Fl Oz\", \"asin\": \"B07YFHF5X4\", \"price\": \"$12.65\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Sport SPF 30 Sunscreen Spray, Body Sunscreen, Water Resistant Spray Sunscreen, 5.5 Oz, Pack of 2 (Packaging May Vary)\", \"asin\": \"B074W9HR72\", \"price\": \"$12.47\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"SPORT Sunscreen Lotion Broad Spectrum SPF 50 Multipack (7-Fluid Ounce Bottle, Pack of 3)\", \"asin\": \"B078BF2BGP\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 30 - May 5 Only 19 left in stock - order soon.\"},\n {\"title\": \"Clear Zinc Oxide Sunscreen Face Stick SPF 50, Water Resistant for 80 Minutes - .49oz Stick\", \"asin\": \"B004RHO904\", \"price\": \"$11.99\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultra Sheer SPF 60 Face Sunscreen Stick, Water Resistant Facial Stick with Broad Spectrum SPF 60 Protection for Sensitive Skin, Mini Travel Sunscreen, Oxybenzone-Free, .47 oz\", \"asin\": \"B0DMC6ZRJZ\", \"price\": \"$10.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen, SPF50, 1.5 oz Stick\", \"asin\": \"B08M69ZQ9G\", \"price\": \"$9.88\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23 Only 2 left in stock - order soon.\"},\n {\"title\": \"Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 30, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz Pack of 3\", \"asin\": \"B076H45H6C\", \"price\": \"$38.42\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultra Sheer Body Mist Sunscreen Spray Broad Spectrum SPF 45, Lightweight, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB Sunscreen Mist, 5 oz, 3 Pack\", \"asin\": \"B08QKQXGMC\"},\n {\"title\": \"Deep Moisture Body Lotion for Dry Skin, Norwegian Formula, 24 Hour Moisture, 13.5 Ounce (Pack of 3)\", \"asin\": \"B083C2PF78\", \"price\": \"$47.82\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Protect + Soothe Mineral Sunscreen Stick for Sensitive Skin, SPF 50, Water-Resistant for 80 minutes, Face & Body Sunscreen with Zinc Oxide & Oat, Fragrance-Free, Travel Size, 1.5 OZ\", \"asin\": \"B07Z9SYF6N\", \"price\": \"$12.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 45, 3 fl. oz, (Pack of 2)\", \"asin\": \"B07GSNS5D7\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:18:01.167Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:18:01.167Z
|
input
|
bioderma cleansing oil
|
rule
|
2025-04-22T04:18:01.167Z
|
train
| 14 |
2025-04-22T04:18:01.167Z
|
input
|
bioderma cleansing oil
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|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": "neutrogena beach defense lotion"
}
],
"cart_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "price": "$9.88", "quantity": "1"},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": "1"},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68", "quantity": "2"},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "price": "$25.99", "quantity": "1"}
],
"promotion_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\n6.7 Fl Oz (Pack of 1)", "asin": "B00AEN4QZ8", "price": "$9.88", "quantity": ""},
{"title": "Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\n6.5 Ounce (Pack of 1)", "asin": "B07X1YDGSF", "price": "$9.88", "quantity": ""},
{"title": "Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\n1.5 Ounce (Pack of 1)", "asin": "B00HNSSV0S", "price": "$9.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\n3 Fl Oz (Pack of 2)", "asin": "B004D2DR0Q", "price": "$16.98", "quantity": ""},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\n3 Fl Oz (Pack of 1)", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": ""},
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\n6.7 Fl Oz (Pack of 1)", "asin": "B00AEN4QZ8", "price": "$9.88", "quantity": ""},
{"title": "Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\n1.5 Ounce (Pack of 1)", "asin": "B00HNSSV0S", "price": "$9.88", "quantity": ""},
{"title": "Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\n6.5 Ounce (Pack of 1)", "asin": "B07X1YDGSF", "price": "$9.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\n3 Fl Oz (Pack of 2)", "asin": "B004D2DR0Q", "price": "$16.98", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\n5 Ounce (Pack of 3)", "asin": "B076GZX3KL", "price": "$26.64", "quantity": ""}
],
"ads": [
{
"title": "Cleansing & Makeup Removers",
"asin": "B00U2VQZDS"
},
{
"title": "Moisturizers & Treatments",
"asin": "B0C9L29ZYS"
},
{
"title": "Facial Sunscreen",
"asin": "B0DG2QN9XF"
}
],
"search_results": [
{"title": "Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "price": "$9.88", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size", "asin": "B00HNSSV0S", "price": "$9.88", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ", "asin": "B07X1YDGSF", "price": "$9.88", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "B09MV3MHJD", "price": "$14.88", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3", "asin": "B076GZX3KL", "price": "$26.64", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size", "asin": "B00HNSSV0S", "price": "$9.88", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Sunscreen Lotion Beach Defense SPF 50, 6.7 fl oz, Face and Body Sunscreen, Oil Free, Fast Absorbing, Oxybenzone Free Sun Care", "asin": "B07YG92FC4", "price": "$9.88", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "price": "$9.88", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ", "asin": "B07X1YDGSF", "price": "$9.88", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Beach Defense Spray Sunscreen with Broad Spectrum SPF 70, Fast Absorbing Sunscreen Body Spray Mist, Water-Resistant UVA/UVB Sun Protection, Oxybenzone Free, 6.5 oz", "asin": "B00ANL8QHA", "price": "$9.58", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 30, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ", "asin": "B00ANL8PYY", "price": "$9.09", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Ultimate Sun Protector Lotion - Invisible Broad-Spectrum Sunscreen for Face & Body - Lightweight Formula - All Skin Types", "asin": "B0CV1XSJZ2", "price": "$25.00", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
{"title": "Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Urban Environment Oil-Free Sunscreen SPF 42 - Protects, Hydrates, Mattifies & Works as Face Primer - Water Resistant for 40 Minutes - Non-Comedogenic", "asin": "B0BGMJT64G", "price": "$38.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Beach Defense Sunscreen Spray SPF 30 Water-Resistant Sunscreen Body Spray with Broad Spectrum SPF 30, PABA-Free, Oxybenzone-Free & Fast-Drying, Superior Sun Protection, 8.5 oz", "asin": "B07B65XX81", "price": "$11.88", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Invisible Daily Defense Fragrance-Free Sunscreen Lotion, Broad Spectrum SPF 60+, Oxybenzone-Free & Water-Resistant, Sun & Environmental Aggressor Protection, 3.0 fl. oz", "asin": "B0BLS46MQL", "price": "$12.35", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Invisible Daily Defense Sunscreen Lotion, Broad Spectrum SPF 30, Oxybenzone-Free & Water-Resistant, Sun & Environmental Aggressor Protection, Antioxidant Complex, 3.0 fl. oz", "asin": "B08HWK6GYM", "price": "$12.10", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Beach Defense SPF 60+ Sun Care Sunscreen Spray - 8.5 Ounce", "asin": "B0CL5BZBHK", "price": "$9.15", "delivery": "FREE delivery Apr 28 - May 2 Or fastest delivery Fri, Apr 25 Only 16 left in stock - order soon."},
{"title": "Original SPF 30 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Hawaii 104 Act Compliant (Made without Octinoxate & Oxybenzone) - 8 oz", "asin": "B004XGPMFA", "price": "$18.49", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack", "asin": "B004D2DR0Q", "price": "$16.98", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Anthelios Light Fluid Facial Sunscreen SPF 60, Lightweight Sunscreen For Face, Fluid Texture, Broad Spectrum SPF + Antioxidants, Oil Free & Oxybenzone Free, Travel Size 1.7 Fl. Oz.", "asin": "B002CML1XE", "price": "$32.99", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "B0DG2QN9XF", "price": "$14.88", "delivery": "FREE delivery Sat, Apr 26 for Prime members"},
{"title": "Ultra Sheer Dry-Touch Sunscreen Lotion, Broad Spectrum SPF 70 UVA/UVB Protection, Lightweight Water Resistant, Non-Comedogenic & Non-Greasy, Travel Size, 3 fl. oz (Pack of 3)", "asin": "B01LTI056K", "price": "$26.64", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3", "asin": "B076GZX3KL", "price": "$26.64", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "B0CS7Z9PCZ", "price": "$25.76", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Anthelios Tinted Sunscreen SPF 40+, Broad Spectrum SPF + Antioxidants, Titanium Dioxide & Zinc Oxide Sunscreen, 4 Flexible Shades With No White Cast, Oil Free & Oxybenzone Free", "asin": "B007U54P36", "price": "$37.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Urban Environment Fresh-Moisture Sunscreen SPF 42 - 50 mL - Protects Against UVA/UVB Rays & Pollution - 12-Hour Hydration - Water Resistant for 40 Minutes - Non-Comedogenic", "asin": "B0BGMJZ3GY", "price": "$38.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Purescreen+ Mineral Beach Defense On-The-Go Body Sunscreen Stick with Broad Spectrum SPF 50, Water Resistant UVA/UVB Protection, Absorbs Quickly & Dries Clear, 1.5 oz", "asin": "B0BLRT33H2", "price": "$16.99", "delivery": "FREE delivery Wed, Apr 30 Or fastest delivery Apr 23 - 24 Only 1 left in stock - order soon."},
{"title": "Sport Active Defense SPF 30 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum UVA/UVB Sun Protection for Sunburn Prevention, Oxybenzone-Free, 5.0 oz", "asin": "B0CM4HJ7HY", "price": "$12.98", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Invisible Daily Sunscreen Lotion, Broad Spectrum SPF 60+, Oxybenzone-Free & Water-Resistant, Sun or Environmental Aggressor Protection, Antioxidant, 3 Fl Oz (Pack of 1)", "asin": "B08HWH65L8", "price": "$16.95", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Invisible Daily Defense Face Sunscreen + Hydrating Serum with Broad Spectrum SPF 60 & Antioxidants to Help Skin Glow, Oil-Free, Fragrance Free, 1.7 fl. oz", "asin": "B08HWK8F9T", "price": "$14.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz", "asin": "B0DPXQWVYT", "price": "$12.97", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
{"title": "Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 55 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz", "asin": "B000EPA4GQ", "price": "$9.79", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Hydro Boost Moisturizing Water Gel Sunscreen Lotion with Broad Spectrum SPF 50, Water-Resistant & Non-Greasy Hydrating Sunscreen Lotion, Oil-Free, 3 fl. oz", "asin": "B07T2DP3TK", "price": "$11.53", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Neutrogena Beach Defense Sunscreen, SPF70, 6.7 oz Lotion", "asin": "B08M68KX85"},
{"title": "Purescreen+ Mineral Beach Defense Active Performance Body Lotion Sunscreen with Broad Spectrum SPF 30, Quick Drying and Water-Resistant 80 Minutes UVA/UVB Protection, 3.0 fl. oz", "asin": "B0BLS55K2N"},
{"title": "Beach Defense Water-Resistant Body Sunscreen Lotion with Broad Spectrum SPF 30, Oil-Free, PABA-Free, Oxybenzone-Free & Fast-Absorbing Sun Protection Against UVA/UVB Rays, 6.7 fl. oz", "asin": "B01EMYVUBW"},
{"title": "Beach Defense Sunscreen Lotion Broad Spectrum SPF 70, Travel Size (Pack of 3) 1 oz", "asin": "B015GKWRL8"},
{"title": "Beauty and the Beast Beach Defense Sunscreen Lotion Broad Spectrum SPF 70, 6.7 Ounce", "asin": "B01MQIUSK0"},
{"title": "Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70 (6.7 oz - 2 Pack)", "asin": "B07RWW1VZR"},
{"title": "Beach Defense Spf#70 1 Ounce Tube (12 Pieces) (29ml)", "asin": "B07JGC89BY"},
{"title": "Beach Defense 3 Pack Bundle Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00GMP937I"},
{"title": "Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B01N67YMQ0"},
{"title": "Beach Defense Kids Sunscreen Spray Broad Spectrum SPF 70, 6.5 Oz", "asin": "B0BW4SH3D1"},
{"title": "Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 30 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz, Pack of 3", "asin": "B08QKQXZ46", "price": "$35.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Hydro Boost Moisturizing Water Gel Sunscreen Lotion with Broad Spectrum SPF 50, Water-Resistant & Non-Greasy Hydrating Sunscreen Lotion, Oil-Free, 3 fl. oz, 3 Pack", "asin": "B0771GYTB3", "price": "$30.92", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "SPORT Sunscreen SPF 30 Lotion, Water Resistant Sunscreen, Body Sunscreen Lotion, 7 Fl Oz", "asin": "B0173G3ANM", "price": "$6.50", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Norwegian Formula Deep Moisturiser Body Lotion - Dry Skin (400ml)", "asin": "B00GHNYKM8", "price": "$9.99", "delivery": "FREE delivery May 6 - 14 for Prime members"},
{"title": "Sheer Zinc Oxide Mineral Sunscreen Stick - SPF 50+, 1.5 oz", "asin": "B07YH19JQW", "price": "$21.22", "delivery": " Two-Day FREE delivery Wed, Apr 23 Only 5 left in stock - order soon."},
{"title": "Clear Body Breakout-Free Liquid Sunscreen Lotion for AcneProne Skin, Oil Free Sunscreen, Broad Spectrum SPF 30, Oxybenzone Free, Fragrance Free, Non Comedogenic, Unscented, 5 Fl Oz", "asin": "B07YFHF5X4", "price": "$12.65", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Sport SPF 30 Sunscreen Spray, Body Sunscreen, Water Resistant Spray Sunscreen, 5.5 Oz, Pack of 2 (Packaging May Vary)", "asin": "B074W9HR72", "price": "$12.47", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "SPORT Sunscreen Lotion Broad Spectrum SPF 50 Multipack (7-Fluid Ounce Bottle, Pack of 3)", "asin": "B078BF2BGP", "price": "$37.99", "delivery": "FREE delivery Apr 30 - May 5 Only 19 left in stock - order soon."},
{"title": "Clear Zinc Oxide Sunscreen Face Stick SPF 50, Water Resistant for 80 Minutes - .49oz Stick", "asin": "B004RHO904", "price": "$11.99", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Ultra Sheer SPF 60 Face Sunscreen Stick, Water Resistant Facial Stick with Broad Spectrum SPF 60 Protection for Sensitive Skin, Mini Travel Sunscreen, Oxybenzone-Free, .47 oz", "asin": "B0DMC6ZRJZ", "price": "$10.88", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Neutrogena Beach Defense Sunscreen, SPF50, 1.5 oz Stick", "asin": "B08M69ZQ9G", "price": "$9.88", "delivery": " Two-Day FREE delivery Wed, Apr 23 Only 2 left in stock - order soon."},
{"title": "Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 30, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz Pack of 3", "asin": "B076H45H6C", "price": "$38.42", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "Ultra Sheer Body Mist Sunscreen Spray Broad Spectrum SPF 45, Lightweight, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB Sunscreen Mist, 5 oz, 3 Pack", "asin": "B08QKQXGMC"},
{"title": "Deep Moisture Body Lotion for Dry Skin, Norwegian Formula, 24 Hour Moisture, 13.5 Ounce (Pack of 3)", "asin": "B083C2PF78", "price": "$47.82", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Protect + Soothe Mineral Sunscreen Stick for Sensitive Skin, SPF 50, Water-Resistant for 80 minutes, Face & Body Sunscreen with Zinc Oxide & Oat, Fragrance-Free, Travel Size, 1.5 OZ", "asin": "B07Z9SYF6N", "price": "$12.50", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 45, 3 fl. oz, (Pack of 2)", "asin": "B07GSNS5D7"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:18:01.167Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>bioderma cleansing oil</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>bioderma cleansing oil</answer_argument>",
"index": 14,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"neutrogena beach defense lotion\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"2\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"price\": \"$25.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\\n6.7 Fl Oz (Pack of 1)\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\\n6.5 Ounce (Pack of 1)\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\\n1.5 Ounce (Pack of 1)\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\\n3 Fl Oz (Pack of 2)\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\\n3 Fl Oz (Pack of 1)\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\\n6.7 Fl Oz (Pack of 1)\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\\n1.5 Ounce (Pack of 1)\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\\n6.5 Ounce (Pack of 1)\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\\n3 Fl Oz (Pack of 2)\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\\n5 Ounce (Pack of 3)\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Cleansing & Makeup Removers\",\n \"asin\": \"B00U2VQZDS\"\n},\n {\n \"title\": \"Moisturizers & Treatments\",\n \"asin\": \"B0C9L29ZYS\"\n},\n {\n \"title\": \"Facial Sunscreen\",\n \"asin\": \"B0DG2QN9XF\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sunscreen Lotion Beach Defense SPF 50, 6.7 fl oz, Face and Body Sunscreen, Oil Free, Fast Absorbing, Oxybenzone Free Sun Care\", \"asin\": \"B07YG92FC4\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Beach Defense Spray Sunscreen with Broad Spectrum SPF 70, Fast Absorbing Sunscreen Body Spray Mist, Water-Resistant UVA/UVB Sun Protection, Oxybenzone Free, 6.5 oz\", \"asin\": \"B00ANL8QHA\", \"price\": \"$9.58\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 30, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B00ANL8PYY\", \"price\": \"$9.09\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultimate Sun Protector Lotion - Invisible Broad-Spectrum Sunscreen for Face & Body - Lightweight Formula - All Skin Types\", \"asin\": \"B0CV1XSJZ2\", \"price\": \"$25.00\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Urban Environment Oil-Free Sunscreen SPF 42 - Protects, Hydrates, Mattifies & Works as Face Primer - Water Resistant for 40 Minutes - Non-Comedogenic\", \"asin\": \"B0BGMJT64G\", \"price\": \"$38.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Beach Defense Sunscreen Spray SPF 30 Water-Resistant Sunscreen Body Spray with Broad Spectrum SPF 30, PABA-Free, Oxybenzone-Free & Fast-Drying, Superior Sun Protection, 8.5 oz\", \"asin\": \"B07B65XX81\", \"price\": \"$11.88\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Invisible Daily Defense Fragrance-Free Sunscreen Lotion, Broad Spectrum SPF 60+, Oxybenzone-Free & Water-Resistant, Sun & Environmental Aggressor Protection, 3.0 fl. oz\", \"asin\": \"B0BLS46MQL\", \"price\": \"$12.35\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Invisible Daily Defense Sunscreen Lotion, Broad Spectrum SPF 30, Oxybenzone-Free & Water-Resistant, Sun & Environmental Aggressor Protection, Antioxidant Complex, 3.0 fl. oz\", \"asin\": \"B08HWK6GYM\", \"price\": \"$12.10\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beach Defense SPF 60+ Sun Care Sunscreen Spray - 8.5 Ounce\", \"asin\": \"B0CL5BZBHK\", \"price\": \"$9.15\", \"delivery\": \"FREE delivery Apr 28 - May 2 Or fastest delivery Fri, Apr 25 Only 16 left in stock - order soon.\"},\n {\"title\": \"Original SPF 30 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Hawaii 104 Act Compliant (Made without Octinoxate & Oxybenzone) - 8 oz\", \"asin\": \"B004XGPMFA\", \"price\": \"$18.49\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Anthelios Light Fluid Facial Sunscreen SPF 60, Lightweight Sunscreen For Face, Fluid Texture, Broad Spectrum SPF + Antioxidants, Oil Free & Oxybenzone Free, Travel Size 1.7 Fl. Oz.\", \"asin\": \"B002CML1XE\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"B0DG2QN9XF\", \"price\": \"$14.88\", \"delivery\": \"FREE delivery Sat, Apr 26 for Prime members\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen Lotion, Broad Spectrum SPF 70 UVA/UVB Protection, Lightweight Water Resistant, Non-Comedogenic & Non-Greasy, Travel Size, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI056K\", \"price\": \"$26.64\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"B0CS7Z9PCZ\", \"price\": \"$25.76\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Anthelios Tinted Sunscreen SPF 40+, Broad Spectrum SPF + Antioxidants, Titanium Dioxide & Zinc Oxide Sunscreen, 4 Flexible Shades With No White Cast, Oil Free & Oxybenzone Free\", \"asin\": \"B007U54P36\", \"price\": \"$37.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Urban Environment Fresh-Moisture Sunscreen SPF 42 - 50 mL - Protects Against UVA/UVB Rays & Pollution - 12-Hour Hydration - Water Resistant for 40 Minutes - Non-Comedogenic\", \"asin\": \"B0BGMJZ3GY\", \"price\": \"$38.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Purescreen+ Mineral Beach Defense On-The-Go Body Sunscreen Stick with Broad Spectrum SPF 50, Water Resistant UVA/UVB Protection, Absorbs Quickly & Dries Clear, 1.5 oz\", \"asin\": \"B0BLRT33H2\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Wed, Apr 30 Or fastest delivery Apr 23 - 24 Only 1 left in stock - order soon.\"},\n {\"title\": \"Sport Active Defense SPF 30 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum UVA/UVB Sun Protection for Sunburn Prevention, Oxybenzone-Free, 5.0 oz\", \"asin\": \"B0CM4HJ7HY\", \"price\": \"$12.98\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Invisible Daily Sunscreen Lotion, Broad Spectrum SPF 60+, Oxybenzone-Free & Water-Resistant, Sun or Environmental Aggressor Protection, Antioxidant, 3 Fl Oz (Pack of 1)\", \"asin\": \"B08HWH65L8\", \"price\": \"$16.95\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Invisible Daily Defense Face Sunscreen + Hydrating Serum with Broad Spectrum SPF 60 & Antioxidants to Help Skin Glow, Oil-Free, Fragrance Free, 1.7 fl. oz\", \"asin\": \"B08HWK8F9T\", \"price\": \"$14.69\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"B0DPXQWVYT\", \"price\": \"$12.97\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 55 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz\", \"asin\": \"B000EPA4GQ\", \"price\": \"$9.79\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Hydro Boost Moisturizing Water Gel Sunscreen Lotion with Broad Spectrum SPF 50, Water-Resistant & Non-Greasy Hydrating Sunscreen Lotion, Oil-Free, 3 fl. oz\", \"asin\": \"B07T2DP3TK\", \"price\": \"$11.53\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen, SPF70, 6.7 oz Lotion\", \"asin\": \"B08M68KX85\"},\n {\"title\": \"Purescreen+ Mineral Beach Defense Active Performance Body Lotion Sunscreen with Broad Spectrum SPF 30, Quick Drying and Water-Resistant 80 Minutes UVA/UVB Protection, 3.0 fl. oz\", \"asin\": \"B0BLS55K2N\"},\n {\"title\": \"Beach Defense Water-Resistant Body Sunscreen Lotion with Broad Spectrum SPF 30, Oil-Free, PABA-Free, Oxybenzone-Free & Fast-Absorbing Sun Protection Against UVA/UVB Rays, 6.7 fl. oz\", \"asin\": \"B01EMYVUBW\"},\n {\"title\": \"Beach Defense Sunscreen Lotion Broad Spectrum SPF 70, Travel Size (Pack of 3) 1 oz\", \"asin\": \"B015GKWRL8\"},\n {\"title\": \"Beauty and the Beast Beach Defense Sunscreen Lotion Broad Spectrum SPF 70, 6.7 Ounce\", \"asin\": \"B01MQIUSK0\"},\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70 (6.7 oz - 2 Pack)\", \"asin\": \"B07RWW1VZR\"},\n {\"title\": \"Beach Defense Spf#70 1 Ounce Tube (12 Pieces) (29ml)\", \"asin\": \"B07JGC89BY\"},\n {\"title\": \"Beach Defense 3 Pack Bundle Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00GMP937I\"},\n {\"title\": \"Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B01N67YMQ0\"},\n {\"title\": \"Beach Defense Kids Sunscreen Spray Broad Spectrum SPF 70, 6.5 Oz\", \"asin\": \"B0BW4SH3D1\"},\n {\"title\": \"Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 30 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz, Pack of 3\", \"asin\": \"B08QKQXZ46\", \"price\": \"$35.97\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Hydro Boost Moisturizing Water Gel Sunscreen Lotion with Broad Spectrum SPF 50, Water-Resistant & Non-Greasy Hydrating Sunscreen Lotion, Oil-Free, 3 fl. oz, 3 Pack\", \"asin\": \"B0771GYTB3\", \"price\": \"$30.92\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"SPORT Sunscreen SPF 30 Lotion, Water Resistant Sunscreen, Body Sunscreen Lotion, 7 Fl Oz\", \"asin\": \"B0173G3ANM\", \"price\": \"$6.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Norwegian Formula Deep Moisturiser Body Lotion - Dry Skin (400ml)\", \"asin\": \"B00GHNYKM8\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery May 6 - 14 for Prime members\"},\n {\"title\": \"Sheer Zinc Oxide Mineral Sunscreen Stick - SPF 50+, 1.5 oz\", \"asin\": \"B07YH19JQW\", \"price\": \"$21.22\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23 Only 5 left in stock - order soon.\"},\n {\"title\": \"Clear Body Breakout-Free Liquid Sunscreen Lotion for AcneProne Skin, Oil Free Sunscreen, Broad Spectrum SPF 30, Oxybenzone Free, Fragrance Free, Non Comedogenic, Unscented, 5 Fl Oz\", \"asin\": \"B07YFHF5X4\", \"price\": \"$12.65\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Sport SPF 30 Sunscreen Spray, Body Sunscreen, Water Resistant Spray Sunscreen, 5.5 Oz, Pack of 2 (Packaging May Vary)\", \"asin\": \"B074W9HR72\", \"price\": \"$12.47\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"SPORT Sunscreen Lotion Broad Spectrum SPF 50 Multipack (7-Fluid Ounce Bottle, Pack of 3)\", \"asin\": \"B078BF2BGP\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 30 - May 5 Only 19 left in stock - order soon.\"},\n {\"title\": \"Clear Zinc Oxide Sunscreen Face Stick SPF 50, Water Resistant for 80 Minutes - .49oz Stick\", \"asin\": \"B004RHO904\", \"price\": \"$11.99\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultra Sheer SPF 60 Face Sunscreen Stick, Water Resistant Facial Stick with Broad Spectrum SPF 60 Protection for Sensitive Skin, Mini Travel Sunscreen, Oxybenzone-Free, .47 oz\", \"asin\": \"B0DMC6ZRJZ\", \"price\": \"$10.88\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen, SPF50, 1.5 oz Stick\", \"asin\": \"B08M69ZQ9G\", \"price\": \"$9.88\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23 Only 2 left in stock - order soon.\"},\n {\"title\": \"Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 30, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz Pack of 3\", \"asin\": \"B076H45H6C\", \"price\": \"$38.42\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"Ultra Sheer Body Mist Sunscreen Spray Broad Spectrum SPF 45, Lightweight, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB Sunscreen Mist, 5 oz, 3 Pack\", \"asin\": \"B08QKQXGMC\"},\n {\"title\": \"Deep Moisture Body Lotion for Dry Skin, Norwegian Formula, 24 Hour Moisture, 13.5 Ounce (Pack of 3)\", \"asin\": \"B083C2PF78\", \"price\": \"$47.82\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Protect + Soothe Mineral Sunscreen Stick for Sensitive Skin, SPF 50, Water-Resistant for 80 minutes, Face & Body Sunscreen with Zinc Oxide & Oat, Fragrance-Free, Travel Size, 1.5 OZ\", \"asin\": \"B07Z9SYF6N\", \"price\": \"$12.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 45, 3 fl. oz, (Pack of 2)\", \"asin\": \"B07GSNS5D7\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:18:01.167Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"bioderma cleansing oil\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"2\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"price\": \"$25.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Bioderma Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family\\n16.9 Fl Oz (Pack of 1)\", \"asin\": \"B0CY3QBYQR\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Bioderma Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin\\n4.98 Fl Oz (Pack of 1)\", \"asin\": \"B0C37XZYZ1\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"The Face Shop Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml\\n5 Fl Oz (Pack of 1)\", \"asin\": \"B00809ERAM\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"ma:nyo Pure Cleansing Oil Korean Facial Cleanser, Blackhead Melting, Daily Makeup Removal with Argan Oil, Korean Skin care 6.7 fl oz *(2 Pack)\\n13.4 Fl Oz (Pack of 1)\", \"asin\": \"B0CF4Z42DX\", \"price\": \"$36.05\", \"quantity\": \"\"},\n {\"title\": \"DHC Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.\\n6.7 Fl Oz (Pack of 1)\", \"asin\": \"B001UE60E0\", \"price\": \"$25.50\", \"quantity\": \"\"},\n {\"title\": \"Bioderma Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family\\n16.9 Fl Oz (Pack of 1)\", \"asin\": \"B0CY3QBYQR\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 2 Count\\n13.5 Fl Oz (Pack of 2)\", \"asin\": \"B07HHCB2XG\", \"price\": \"$16.52\", \"quantity\": \"\"},\n {\"title\": \"Shiseido Deep Cleansing Foam - 125 mL - Deeply Cleanses & Removes Impurities for a Fresh, Smooth Finish - For Oily to Blemish-Prone Skin\\n4.4 Ounce (Pack of 1)\", \"asin\": \"B07HYQXNKF\", \"price\": \"$36.00\", \"quantity\": \"\"},\n {\"title\": \"The INKEY List Salicylic Acid Cleanser, Face Wash for Blemishes, Blackheads, Oily Skin and Breakouts, Non-Drying Facial Cleanser Safe for All Skin Types, 5.0 fl oz\\n5.07 Fl Oz (Pack of 1)\", \"asin\": \"B07X4G39YM\", \"price\": \"$13.00\", \"quantity\": \"\"},\n {\"title\": \"Dermalogica Clearing Skin Wash - Anti-Aging Acne Face Wash - Natural Breakout Clearing Foam with Salicylic Acid and Tea Tree Oil\\n8.4 Fl Oz (Pack of 1)\", \"asin\": \"B07TLGPBL1\", \"price\": \"$45.00\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Bioderma - Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin\",\n \"asin\": \"B002XZLAWM\"\n},\n {\n \"title\": \"Bioderma - S\\u00e9bium H2O - Micellar Water - Cleansing and Make-Up Removing - for Combination to Oily Skin\",\n \"asin\": \"B002LA1D9Y\"\n},\n {\n \"title\": \"Bioderma - Hydrabio H2O - Micellar Water - Cleansing and Make-Up Removing - for Dehydrated Sensitive Skin , 16.91 Fl Oz (Pack of 1)\",\n \"asin\": \"B01ES79K4M\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family\", \"asin\": \"B00ZY65OSI\", \"price\": \"$31.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin\", \"asin\": \"B0C37XZYZ1\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 2 Count\", \"asin\": \"B07HHCB2XG\", \"price\": \"$16.52\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.\", \"asin\": \"B001UE60E0\", \"price\": \"$25.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family\", \"asin\": \"B00ZY65OSI\", \"price\": \"$31.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin\", \"asin\": \"B0C37XZYZ1\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Lipikar AP+ Gentle Foaming Cleansing Oil, Gentle Oil Cleanser for Face and Body Formulated with Niacinamide, Long-Lasting 24-hour Hydration, Fragrance-Free & Soap Free\", \"asin\": \"B0C673PKK3\", \"price\": \"$17.49\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin\", \"asin\": \"B002XZLAWM\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Atoderm - Hydrating Shower Gel - Moisturizing Face and Body Cleanser - Body Wash for Normal to Dry Sensitive Skin\", \"asin\": \"B0089WNKVC\", \"price\": \"$25.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Sensibio Foaming Gel Cleansing and Make-Up Removing Refreshing feeling for Sensitive Skin Unscented\", \"asin\": \"B07N1W36GB\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Av\\u00e8ne Thermal Spring Water, Soothing Calming Facial Mist Spray for Sensitive Skin\", \"asin\": \"B002D48QUC\", \"price\": \"$19.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"SKIN PERFECTING 2% BHA Liquid Salicylic Acid Exfoliant- Exfoliating Toner for Face, Blackheads, Enlarged Pores, Wrinkles & Fine Lines, Fragrance-Free\", \"asin\": \"B00949CTQQ\", \"price\": \"$35.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Snail Mucin 96% Power Repairing Essence 3.38 fl.oz 100ml, Hydrating Serum for Face with Snail Secretion Filtrate for Dull Skin & Fine Lines, Korean Skin Care\", \"asin\": \"B00PBX3L7K\", \"price\": \"$19.59\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Gentle Makeup Removing Face Wipes, Daily Cleansing Facial Towelettes Gently Remove Makeup, Fragrance and Alcohol Free, 25 Count\", \"asin\": \"B01M4NFD2N\", \"price\": \"$6.79\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Heartleaf Pore Control Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care 6.76 fl oz(200ml) (original)\", \"asin\": \"B0BN2PX8V3\", \"price\": \"$17.69\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Atoderm Intensive Ultra Rich Foaming Gel for Very Dry to Atopic Sensitive Skin\", \"asin\": \"B015Q8SPOS\", \"price\": \"$27.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Face Cleanser - S\\u00e9bium - Makeup Removing Cleanser - Skin Purifying - Face Wash for Combination to Oily Skin\", \"asin\": \"B0060OMXUA\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Atoderm Intensive Balm, Hydrating Balm for Dry to Atopic Sensitive Skin, Face & Body Moisturizer with Ultra Soothing Anti-Itching Formula, Fragrance-Free, Non-Greasy & Non-Sticky for Family\", \"asin\": \"B0161ZC5GY\", \"price\": \"$28.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Heartleaf Pore Control Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care 6.76 fl oz(200ml) (original)\", \"asin\": \"B0BN2PX8V3\", \"price\": \"$17.69\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Vinoclean Gentle Cleansing Almond Milk\", \"asin\": \"B08S7V9WNM\", \"price\": \"$30.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml\", \"asin\": \"B00809ERAM\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Lait-Cr\\u00e8me Concentr\\u00e9, Multifunction Daily Moisturizer, Primer, and Makeup Remover, Suitable for All Skin Types. French Face Cream With Shea Butter & Aloe Vera\", \"asin\": \"B004KELK4C\", \"price\": \"$17.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Hydrabio H2O Micellar Water - Face Cleanser and Makeup Remover - Micellar Cleansing Water for Dehydrated Sensitive Skin\", \"asin\": \"B01ES79K4M\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"ABCDerm Foaming Gel- for the Delicate Skin of Babies and Children\", \"asin\": \"B00569UIY8\", \"price\": \"$27.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Sensibio H2O Wipes - Cleansing and Makeup Removing - Skin Soothing - for Sensitive Skin - 25 Wipes\", \"asin\": \"B01CDPCWYG\", \"price\": \"$13.51\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Pore Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Cleanser for Sensitive Skin [PHA] (10.14 oz)\", \"asin\": \"B07GYM1DPM\", \"price\": \"$16.80\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Kojic Acid Dark Spot Remover Soap Bars with Vitamin C, Retinol, Collagen, Turmeric - Original Japanese Complex Infused with Hyaluronic Acid, Vitamin E, Shea Butter, Castile Olive Oil (2 Pack)\", \"asin\": \"B09MFMCTRK\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Rice Water Bright Foaming Facial Cleanser with Ceramide, Gentle Face Wash for Hydrating & Moisturizing, Vegan Face Cleanser, Makeup Remover, Korean Skin Care for All Skin Types, 150ml\", \"asin\": \"B00FJ2LU2Q\", \"price\": \"$11.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"DERMALOGY by NEOGENLAB NEOGEN Calming Cleansing Oil Cica Tree Micellar 10.14Fl.Oz(300ml) - Cleansing oil for Sensitive Skin/Korean Skin Care/K-Beauty/deep cleansing oil for face\", \"asin\": \"B08JYTDZLP\", \"price\": \"$29.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Cleansing Balm Makeup Remover, Waterproof Makeup Remover With Ceramides & Plant-Based Jojoba Oil To Nourish & Hydrate, Non-Comedogenic & Fragrance Free, 1.3 Oz\", \"asin\": \"B0B1PP1XCM\", \"price\": \"$6.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Hydrating Foaming Oil Cleanser, Moisturizing Oil Cleanser for Face & Body, Squalane Oil + Hyaluronic Acid + Ceramides, For Dry to Very Dry Skin, Fragrance Free & Residue Free, 19 FL Oz\", \"asin\": \"B0C7J7CWBN\", \"price\": \"$16.02\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"S\\u00e9bium H2O - Micellar Water - Facial Cleanser and Makeup Remover - Face Cleanser for Combination to Oily Skin\", \"asin\": \"B00B27040G\", \"price\": \"$20.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Bundle of Bioderma - Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin- Comes in 500 ml and 100ml Traveller's size\", \"asin\": \"B0CFG3N2JR\", \"price\": \"$24.98\", \"delivery\": \"Delivery Wed, Apr 23\"},\n {\"title\": \"Reinigungsl Cleansing Oil for very dry skin 200ml by Biodroga\", \"asin\": \"B00OV5RVNO\", \"price\": \"$40.00\", \"delivery\": \"FREE delivery Apr 28 - May 2 Or fastest delivery Apr 24 - 28 Only 4 left in stock - order soon.\"},\n {\"title\": \"Cleansing & Softening Almond Shower Oil, Body Wash & Shaving Base Purifies & Smooths Without Drying Skin, Milky Lather, Nourishing Skincare\", \"asin\": \"B001G60EK8\", \"price\": \"$29.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.\", \"asin\": \"B001UE60E0\", \"price\": \"$25.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Japanese Skin Care Makeup Cleansing Oil for Face, Oil-Based Makeup Remover for Dry, Sensitive Skin, Fragrance Free Facial Cleansing Oil, 5 Oz\", \"asin\": \"B09FYT6VR3\", \"price\": \"$15.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Skin Therapy Oil Face bundle (Oil & Cleanser)\", \"asin\": \"B0C442QNG6\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Ginseng Cleansing Oil Waterproof Makeup Remover for Sensitive, Acne-Prone Facial Skin. Korean Skin Care for Men and Women, 210ml, 7.1 fl.oz\", \"asin\": \"B0D1Q43KQZ\", \"price\": \"$19.00\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"Pro-Collagen Cleansing Balm Makeup Remover, Hydrating Facial Cleanser, Oil Cleanser, Oil Makeup Remover, Deep Cleanse\", \"asin\": \"B00CFHYYIA\", \"price\": \"$18.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Pore Control Cleansing Oil, Makeup Remover for Sensitive, Oil Cleanser for Face, Blackhead Removal, Korean Skin care, Hydrating, Fragrance-Free\", \"asin\": \"B0CQM43XN9\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Madagascar Centella Light Cleansing Oil 6.76 fl.oz, 200ml | Gentle Oil Cleanser for Face, Korean Facial Cleanser, Double Cleansing\", \"asin\": \"B07T5BN3P2\", \"price\": \"$17.39\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members Only 9 left in stock - order soon.\"},\n {\"title\": \"Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml\", \"asin\": \"B00809ERAM\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Milky Oil Cleanser - Hydrating Facial Cleanser for Skin Barrier Repair - Tri-Ceramide Face Wash for Sensitive Skin & All Skin Types - Deeply Hydrated Skin, No Oily Residue - 3.38 fl oz\", \"asin\": \"B0C7C8YL9D\", \"price\": \"$12.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Stelatopia Eczema-Prone Skin Cleansing Oil - Baby Body Wash with Natural Avocado & Sunflower Oil - Family Skin Care Essentials - EWG Verified - Fragrance-Free & Tear Free - 16.9 fl. oz.\", \"asin\": \"B089Z8DV9N\", \"price\": \"$26.50\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"ABCDerm H2O - Baby Skin Care -\", \"asin\": \"B002D0S2VY\", \"price\": \"$27.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Av\\u00e8ne XeraCalm A.D Lipid-Replenishing Cleansing Oil, Atopic Dermatitis, Eczema-Prone, Fragrance-Free, Pump, 13.5 Oz\", \"asin\": \"B00EYOHGPU\", \"price\": \"$34.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"KOSE Softymo Speedy Cleansing Oil Bottle 230ml Makeup RemoverJapan Direct Import\", \"asin\": \"B0CGCCR1NH\", \"price\": \"$9.74\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"KOSE Softy mo Deep Cleansing Oil, 230ml\", \"asin\": \"B0DDFTJG5P\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery May 4 - 8 for Prime members\"},\n {\"title\": \"MANYO FACTORY Pure Cleansing Oil 6.7 fl oz (200ml) Korean Facial Cleanser, Blackhead Melting, Daily Makeup Removal with Argan Oil, for Women\", \"asin\": \"B01N5K834V\", \"price\": \"$28.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Toleriane Purifying Foaming Facial Cleanser, Niacinamide + Ceramides + Prebiotic Thermal Water, Oil Free Face Wash For Oily Skin, Pore Cleanser Safe For Sensitive Skin, Soap Free\", \"asin\": \"B01N34XW93\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Clean it Zero Original Cleansing Balm Big Size | Korean Makeup Remover, Cleansing Oil, Facial Cleanser for All Skin Types | Vegan | Made with Acerola Berry & Vitamin C (180ml / 6.08 fl.oz)\", \"asin\": \"B0CW7G49NV\", \"price\": \"$23.20\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"wonder Black Rice Moisture Cleansing Oil, Double Cleansing, Daily Makeup remover, Pore Oil Cleanser, Korean Skincare for sensitive, normal and Oily Skin, 5.1 fl oz\", \"asin\": \"B08W1ZHTL3\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Zero Pore Blackhead Deep Cleansing Oil | Makeup Remover for all skin types, Daily Moisture Facial Cleanser, Low-Irritation | Korean Skin Care (205ml / 6.93 fl.oz)\", \"asin\": \"B0DPJR1N27\", \"price\": \"$17.69\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"[K-Beauty] Rose Vitamin Oil to Foam - All-in-One Korean Face Wash Oil Based Foaming Facial Cleanser - Pore Minimizing & Blackhead Remover - Makeup Deep Cleansing Oil for All Skin Types (3.88 fl oz)\", \"asin\": \"B07P1D8TV9\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Mung Bean Cleansing Oil(6.76fl.oz/200ml)| Fragrance-Free | Non-Comedogenic Tested| Makeup Blackhead Remover & Deep Pore Cleanser| Suitable for Sensitive Skin| Double Cleansing Korean Skincare\", \"asin\": \"B0DRBTCZ9B\", \"price\": \"$21.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Squalane + Antioxidant Cleansing Oil\", \"asin\": \"B07657XJ3Z\", \"price\": \"$32.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Heartleaf Pore Cleansing Oil MILD, Sensitive Skin Face Wash, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care, Non-Comedogenic, Fragrance Free 6.76 fl oz(200ml)\", \"asin\": \"B0CX8X7LVM\", \"price\": \"$17.69\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Smoothness Hydrating Oil Cleanser, Gentle Cleansing Oil for Face, Waterproof Makeup Remover, Non-Comedogenic, Vegan\", \"asin\": \"B08L9QF1GK\", \"price\": \"$35.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Mild Cleansing Oil, Japanese Facial Cleansing Oil, Makeup Remover, 100% Preservative Free, Clean Skincare for Sensitive Skin [US Package]\", \"asin\": \"B09NXN33S8\", \"price\": \"$19.74\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Herb Green Cleansing Oil 6.7 fl oz (200ml) Korean Facial Cleanser, Daily Makeup Remover for Women, Effective Cleansing Without Clogging Pores, with Artemisa, Tea Tree\", \"asin\": \"B073WJ44RY\", \"price\": \"$14.62\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Delicia Drench Shower Oil Moisturizing Cleansing Oil\", \"asin\": \"B0DS6NQW3Q\", \"price\": \"$26.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:20:05.269Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:20:05.269Z
|
click
|
nav_bar
|
rule
|
2025-04-22T04:20:05.269Z
|
train
| 15 |
2025-04-22T04:20:05.269Z
|
click
|
nav_bar
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
<|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": "bioderma cleansing oil"
}
],
"cart_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "price": "$9.88", "quantity": "1"},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": "1"},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68", "quantity": "2"},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "price": "$25.99", "quantity": "1"}
],
"promotion_items": [
{"title": "Bioderma Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family\n16.9 Fl Oz (Pack of 1)", "asin": "B0CY3QBYQR", "price": "$19.99", "quantity": ""},
{"title": "Bioderma Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin\n4.98 Fl Oz (Pack of 1)", "asin": "B0C37XZYZ1", "price": "$22.99", "quantity": ""},
{"title": "The Face Shop Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml\n5 Fl Oz (Pack of 1)", "asin": "B00809ERAM", "price": "$14.99", "quantity": ""},
{"title": "ma:nyo Pure Cleansing Oil Korean Facial Cleanser, Blackhead Melting, Daily Makeup Removal with Argan Oil, Korean Skin care 6.7 fl oz *(2 Pack)\n13.4 Fl Oz (Pack of 1)", "asin": "B0CF4Z42DX", "price": "$36.05", "quantity": ""},
{"title": "DHC Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.\n6.7 Fl Oz (Pack of 1)", "asin": "B001UE60E0", "price": "$25.50", "quantity": ""},
{"title": "Bioderma Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family\n16.9 Fl Oz (Pack of 1)", "asin": "B0CY3QBYQR", "price": "$19.99", "quantity": ""},
{"title": "Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 2 Count\n13.5 Fl Oz (Pack of 2)", "asin": "B07HHCB2XG", "price": "$16.52", "quantity": ""},
{"title": "Shiseido Deep Cleansing Foam - 125 mL - Deeply Cleanses & Removes Impurities for a Fresh, Smooth Finish - For Oily to Blemish-Prone Skin\n4.4 Ounce (Pack of 1)", "asin": "B07HYQXNKF", "price": "$36.00", "quantity": ""},
{"title": "The INKEY List Salicylic Acid Cleanser, Face Wash for Blemishes, Blackheads, Oily Skin and Breakouts, Non-Drying Facial Cleanser Safe for All Skin Types, 5.0 fl oz\n5.07 Fl Oz (Pack of 1)", "asin": "B07X4G39YM", "price": "$13.00", "quantity": ""},
{"title": "Dermalogica Clearing Skin Wash - Anti-Aging Acne Face Wash - Natural Breakout Clearing Foam with Salicylic Acid and Tea Tree Oil\n8.4 Fl Oz (Pack of 1)", "asin": "B07TLGPBL1", "price": "$45.00", "quantity": ""}
],
"ads": [
{
"title": "Bioderma - Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin",
"asin": "B002XZLAWM"
},
{
"title": "Bioderma - S\u00e9bium H2O - Micellar Water - Cleansing and Make-Up Removing - for Combination to Oily Skin",
"asin": "B002LA1D9Y"
},
{
"title": "Bioderma - Hydrabio H2O - Micellar Water - Cleansing and Make-Up Removing - for Dehydrated Sensitive Skin , 16.91 Fl Oz (Pack of 1)",
"asin": "B01ES79K4M"
}
],
"search_results": [
{"title": "Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family", "asin": "B00ZY65OSI", "price": "$31.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin", "asin": "B0C37XZYZ1", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 2 Count", "asin": "B07HHCB2XG", "price": "$16.52", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.", "asin": "B001UE60E0", "price": "$25.50", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family", "asin": "B00ZY65OSI", "price": "$31.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin", "asin": "B0C37XZYZ1", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Lipikar AP+ Gentle Foaming Cleansing Oil, Gentle Oil Cleanser for Face and Body Formulated with Niacinamide, Long-Lasting 24-hour Hydration, Fragrance-Free & Soap Free", "asin": "B0C673PKK3", "price": "$17.49", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin", "asin": "B002XZLAWM", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Atoderm - Hydrating Shower Gel - Moisturizing Face and Body Cleanser - Body Wash for Normal to Dry Sensitive Skin", "asin": "B0089WNKVC", "price": "$25.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Sensibio Foaming Gel Cleansing and Make-Up Removing Refreshing feeling for Sensitive Skin Unscented", "asin": "B07N1W36GB", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Av\u00e8ne Thermal Spring Water, Soothing Calming Facial Mist Spray for Sensitive Skin", "asin": "B002D48QUC", "price": "$19.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "SKIN PERFECTING 2% BHA Liquid Salicylic Acid Exfoliant- Exfoliating Toner for Face, Blackheads, Enlarged Pores, Wrinkles & Fine Lines, Fragrance-Free", "asin": "B00949CTQQ", "price": "$35.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Snail Mucin 96% Power Repairing Essence 3.38 fl.oz 100ml, Hydrating Serum for Face with Snail Secretion Filtrate for Dull Skin & Fine Lines, Korean Skin Care", "asin": "B00PBX3L7K", "price": "$19.59", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Gentle Makeup Removing Face Wipes, Daily Cleansing Facial Towelettes Gently Remove Makeup, Fragrance and Alcohol Free, 25 Count", "asin": "B01M4NFD2N", "price": "$6.79", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Heartleaf Pore Control Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care 6.76 fl oz(200ml) (original)", "asin": "B0BN2PX8V3", "price": "$17.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Atoderm Intensive Ultra Rich Foaming Gel for Very Dry to Atopic Sensitive Skin", "asin": "B015Q8SPOS", "price": "$27.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Face Cleanser - S\u00e9bium - Makeup Removing Cleanser - Skin Purifying - Face Wash for Combination to Oily Skin", "asin": "B0060OMXUA", "price": "$22.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Atoderm Intensive Balm, Hydrating Balm for Dry to Atopic Sensitive Skin, Face & Body Moisturizer with Ultra Soothing Anti-Itching Formula, Fragrance-Free, Non-Greasy & Non-Sticky for Family", "asin": "B0161ZC5GY", "price": "$28.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Heartleaf Pore Control Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care 6.76 fl oz(200ml) (original)", "asin": "B0BN2PX8V3", "price": "$17.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Vinoclean Gentle Cleansing Almond Milk", "asin": "B08S7V9WNM", "price": "$30.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml", "asin": "B00809ERAM", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Lait-Cr\u00e8me Concentr\u00e9, Multifunction Daily Moisturizer, Primer, and Makeup Remover, Suitable for All Skin Types. French Face Cream With Shea Butter & Aloe Vera", "asin": "B004KELK4C", "price": "$17.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Hydrabio H2O Micellar Water - Face Cleanser and Makeup Remover - Micellar Cleansing Water for Dehydrated Sensitive Skin", "asin": "B01ES79K4M", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "ABCDerm Foaming Gel- for the Delicate Skin of Babies and Children", "asin": "B00569UIY8", "price": "$27.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Sensibio H2O Wipes - Cleansing and Makeup Removing - Skin Soothing - for Sensitive Skin - 25 Wipes", "asin": "B01CDPCWYG", "price": "$13.51", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Pore Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Cleanser for Sensitive Skin [PHA] (10.14 oz)", "asin": "B07GYM1DPM", "price": "$16.80", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Kojic Acid Dark Spot Remover Soap Bars with Vitamin C, Retinol, Collagen, Turmeric - Original Japanese Complex Infused with Hyaluronic Acid, Vitamin E, Shea Butter, Castile Olive Oil (2 Pack)", "asin": "B09MFMCTRK", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
{"title": "Rice Water Bright Foaming Facial Cleanser with Ceramide, Gentle Face Wash for Hydrating & Moisturizing, Vegan Face Cleanser, Makeup Remover, Korean Skin Care for All Skin Types, 150ml", "asin": "B00FJ2LU2Q", "price": "$11.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "DERMALOGY by NEOGENLAB NEOGEN Calming Cleansing Oil Cica Tree Micellar 10.14Fl.Oz(300ml) - Cleansing oil for Sensitive Skin/Korean Skin Care/K-Beauty/deep cleansing oil for face", "asin": "B08JYTDZLP", "price": "$29.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Cleansing Balm Makeup Remover, Waterproof Makeup Remover With Ceramides & Plant-Based Jojoba Oil To Nourish & Hydrate, Non-Comedogenic & Fragrance Free, 1.3 Oz", "asin": "B0B1PP1XCM", "price": "$6.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Hydrating Foaming Oil Cleanser, Moisturizing Oil Cleanser for Face & Body, Squalane Oil + Hyaluronic Acid + Ceramides, For Dry to Very Dry Skin, Fragrance Free & Residue Free, 19 FL Oz", "asin": "B0C7J7CWBN", "price": "$16.02", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "S\u00e9bium H2O - Micellar Water - Facial Cleanser and Makeup Remover - Face Cleanser for Combination to Oily Skin", "asin": "B00B27040G", "price": "$20.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Bundle of Bioderma - Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin- Comes in 500 ml and 100ml Traveller's size", "asin": "B0CFG3N2JR", "price": "$24.98", "delivery": "Delivery Wed, Apr 23"},
{"title": "Reinigungsl Cleansing Oil for very dry skin 200ml by Biodroga", "asin": "B00OV5RVNO", "price": "$40.00", "delivery": "FREE delivery Apr 28 - May 2 Or fastest delivery Apr 24 - 28 Only 4 left in stock - order soon."},
{"title": "Cleansing & Softening Almond Shower Oil, Body Wash & Shaving Base Purifies & Smooths Without Drying Skin, Milky Lather, Nourishing Skincare", "asin": "B001G60EK8", "price": "$29.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.", "asin": "B001UE60E0", "price": "$25.50", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Japanese Skin Care Makeup Cleansing Oil for Face, Oil-Based Makeup Remover for Dry, Sensitive Skin, Fragrance Free Facial Cleansing Oil, 5 Oz", "asin": "B09FYT6VR3", "price": "$15.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Skin Therapy Oil Face bundle (Oil & Cleanser)", "asin": "B0C442QNG6", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Ginseng Cleansing Oil Waterproof Makeup Remover for Sensitive, Acne-Prone Facial Skin. Korean Skin Care for Men and Women, 210ml, 7.1 fl.oz", "asin": "B0D1Q43KQZ", "price": "$19.00", "delivery": "FREE delivery Fri, Apr 25 for Prime members"},
{"title": "Pro-Collagen Cleansing Balm Makeup Remover, Hydrating Facial Cleanser, Oil Cleanser, Oil Makeup Remover, Deep Cleanse", "asin": "B00CFHYYIA", "price": "$18.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Pore Control Cleansing Oil, Makeup Remover for Sensitive, Oil Cleanser for Face, Blackhead Removal, Korean Skin care, Hydrating, Fragrance-Free", "asin": "B0CQM43XN9", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Madagascar Centella Light Cleansing Oil 6.76 fl.oz, 200ml | Gentle Oil Cleanser for Face, Korean Facial Cleanser, Double Cleansing", "asin": "B07T5BN3P2", "price": "$17.39", "delivery": "FREE delivery Fri, Apr 25 for Prime members Only 9 left in stock - order soon."},
{"title": "Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml", "asin": "B00809ERAM", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Milky Oil Cleanser - Hydrating Facial Cleanser for Skin Barrier Repair - Tri-Ceramide Face Wash for Sensitive Skin & All Skin Types - Deeply Hydrated Skin, No Oily Residue - 3.38 fl oz", "asin": "B0C7C8YL9D", "price": "$12.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Stelatopia Eczema-Prone Skin Cleansing Oil - Baby Body Wash with Natural Avocado & Sunflower Oil - Family Skin Care Essentials - EWG Verified - Fragrance-Free & Tear Free - 16.9 fl. oz.", "asin": "B089Z8DV9N", "price": "$26.50", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "ABCDerm H2O - Baby Skin Care -", "asin": "B002D0S2VY", "price": "$27.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "Av\u00e8ne XeraCalm A.D Lipid-Replenishing Cleansing Oil, Atopic Dermatitis, Eczema-Prone, Fragrance-Free, Pump, 13.5 Oz", "asin": "B00EYOHGPU", "price": "$34.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM"},
{"title": "KOSE Softymo Speedy Cleansing Oil Bottle 230ml Makeup RemoverJapan Direct Import", "asin": "B0CGCCR1NH", "price": "$9.74", "delivery": "FREE delivery Thu, Apr 24"},
{"title": "KOSE Softy mo Deep Cleansing Oil, 230ml", "asin": "B0DDFTJG5P", "price": "$9.99", "delivery": "FREE delivery May 4 - 8 for Prime members"},
{"title": "MANYO FACTORY Pure Cleansing Oil 6.7 fl oz (200ml) Korean Facial Cleanser, Blackhead Melting, Daily Makeup Removal with Argan Oil, for Women", "asin": "B01N5K834V", "price": "$28.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"},
{"title": "Toleriane Purifying Foaming Facial Cleanser, Niacinamide + Ceramides + Prebiotic Thermal Water, Oil Free Face Wash For Oily Skin, Pore Cleanser Safe For Sensitive Skin, Soap Free", "asin": "B01N34XW93", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Clean it Zero Original Cleansing Balm Big Size | Korean Makeup Remover, Cleansing Oil, Facial Cleanser for All Skin Types | Vegan | Made with Acerola Berry & Vitamin C (180ml / 6.08 fl.oz)", "asin": "B0CW7G49NV", "price": "$23.20", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "wonder Black Rice Moisture Cleansing Oil, Double Cleansing, Daily Makeup remover, Pore Oil Cleanser, Korean Skincare for sensitive, normal and Oily Skin, 5.1 fl oz", "asin": "B08W1ZHTL3", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Zero Pore Blackhead Deep Cleansing Oil | Makeup Remover for all skin types, Daily Moisture Facial Cleanser, Low-Irritation | Korean Skin Care (205ml / 6.93 fl.oz)", "asin": "B0DPJR1N27", "price": "$17.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "[K-Beauty] Rose Vitamin Oil to Foam - All-in-One Korean Face Wash Oil Based Foaming Facial Cleanser - Pore Minimizing & Blackhead Remover - Makeup Deep Cleansing Oil for All Skin Types (3.88 fl oz)", "asin": "B07P1D8TV9", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Mung Bean Cleansing Oil(6.76fl.oz/200ml)| Fragrance-Free | Non-Comedogenic Tested| Makeup Blackhead Remover & Deep Pore Cleanser| Suitable for Sensitive Skin| Double Cleansing Korean Skincare", "asin": "B0DRBTCZ9B", "price": "$21.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Squalane + Antioxidant Cleansing Oil", "asin": "B07657XJ3Z", "price": "$32.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Heartleaf Pore Cleansing Oil MILD, Sensitive Skin Face Wash, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care, Non-Comedogenic, Fragrance Free 6.76 fl oz(200ml)", "asin": "B0CX8X7LVM", "price": "$17.69", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Smoothness Hydrating Oil Cleanser, Gentle Cleansing Oil for Face, Waterproof Makeup Remover, Non-Comedogenic, Vegan", "asin": "B08L9QF1GK", "price": "$35.00", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Mild Cleansing Oil, Japanese Facial Cleansing Oil, Makeup Remover, 100% Preservative Free, Clean Skincare for Sensitive Skin [US Package]", "asin": "B09NXN33S8", "price": "$19.74", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Herb Green Cleansing Oil 6.7 fl oz (200ml) Korean Facial Cleanser, Daily Makeup Remover for Women, Effective Cleansing Without Clogging Pores, with Artemisa, Tea Tree", "asin": "B073WJ44RY", "price": "$14.62", "delivery": " Two-Day FREE delivery Wed, Apr 23"},
{"title": "Delicia Drench Shower Oil Moisturizing Cleansing Oil", "asin": "B0DS6NQW3Q", "price": "$26.00", "delivery": " Same-Day FREE delivery Today 7 AM - 11 AM"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:20:05.269Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"index": 15,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"bioderma cleansing oil\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"2\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"price\": \"$25.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Bioderma Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family\\n16.9 Fl Oz (Pack of 1)\", \"asin\": \"B0CY3QBYQR\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Bioderma Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin\\n4.98 Fl Oz (Pack of 1)\", \"asin\": \"B0C37XZYZ1\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"The Face Shop Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml\\n5 Fl Oz (Pack of 1)\", \"asin\": \"B00809ERAM\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"ma:nyo Pure Cleansing Oil Korean Facial Cleanser, Blackhead Melting, Daily Makeup Removal with Argan Oil, Korean Skin care 6.7 fl oz *(2 Pack)\\n13.4 Fl Oz (Pack of 1)\", \"asin\": \"B0CF4Z42DX\", \"price\": \"$36.05\", \"quantity\": \"\"},\n {\"title\": \"DHC Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.\\n6.7 Fl Oz (Pack of 1)\", \"asin\": \"B001UE60E0\", \"price\": \"$25.50\", \"quantity\": \"\"},\n {\"title\": \"Bioderma Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family\\n16.9 Fl Oz (Pack of 1)\", \"asin\": \"B0CY3QBYQR\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Garnier Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 2 Count\\n13.5 Fl Oz (Pack of 2)\", \"asin\": \"B07HHCB2XG\", \"price\": \"$16.52\", \"quantity\": \"\"},\n {\"title\": \"Shiseido Deep Cleansing Foam - 125 mL - Deeply Cleanses & Removes Impurities for a Fresh, Smooth Finish - For Oily to Blemish-Prone Skin\\n4.4 Ounce (Pack of 1)\", \"asin\": \"B07HYQXNKF\", \"price\": \"$36.00\", \"quantity\": \"\"},\n {\"title\": \"The INKEY List Salicylic Acid Cleanser, Face Wash for Blemishes, Blackheads, Oily Skin and Breakouts, Non-Drying Facial Cleanser Safe for All Skin Types, 5.0 fl oz\\n5.07 Fl Oz (Pack of 1)\", \"asin\": \"B07X4G39YM\", \"price\": \"$13.00\", \"quantity\": \"\"},\n {\"title\": \"Dermalogica Clearing Skin Wash - Anti-Aging Acne Face Wash - Natural Breakout Clearing Foam with Salicylic Acid and Tea Tree Oil\\n8.4 Fl Oz (Pack of 1)\", \"asin\": \"B07TLGPBL1\", \"price\": \"$45.00\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Bioderma - Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin\",\n \"asin\": \"B002XZLAWM\"\n},\n {\n \"title\": \"Bioderma - S\\u00e9bium H2O - Micellar Water - Cleansing and Make-Up Removing - for Combination to Oily Skin\",\n \"asin\": \"B002LA1D9Y\"\n},\n {\n \"title\": \"Bioderma - Hydrabio H2O - Micellar Water - Cleansing and Make-Up Removing - for Dehydrated Sensitive Skin , 16.91 Fl Oz (Pack of 1)\",\n \"asin\": \"B01ES79K4M\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family\", \"asin\": \"B00ZY65OSI\", \"price\": \"$31.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin\", \"asin\": \"B0C37XZYZ1\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Micellar Water, Hydrating Facial Cleanser & Makeup Remover, Suitable for Sensitive Skin, Vegan, Cruelty Free, 13.5 Fl Oz (400mL), 2 Count\", \"asin\": \"B07HHCB2XG\", \"price\": \"$16.52\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.\", \"asin\": \"B001UE60E0\", \"price\": \"$25.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Atoderm Shower Oil, Cleansing Oil For Face & Body, Nourishing Cleansing Oil For Dry to Atopic Sensitive Skin For Softer & Smooth Skin For Your Whole Family\", \"asin\": \"B00ZY65OSI\", \"price\": \"$31.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Sensibio Micellar Cleansing Oil, 1st Ecobiological Micellar Oil Formula Cleanser That Deeply Cleanses, Soothes & Nourishes Skin with Oil-to-Milk Texture, Fragrance-Free, & GentleTo Skin\", \"asin\": \"B0C37XZYZ1\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Lipikar AP+ Gentle Foaming Cleansing Oil, Gentle Oil Cleanser for Face and Body Formulated with Niacinamide, Long-Lasting 24-hour Hydration, Fragrance-Free & Soap Free\", \"asin\": \"B0C673PKK3\", \"price\": \"$17.49\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin\", \"asin\": \"B002XZLAWM\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Atoderm - Hydrating Shower Gel - Moisturizing Face and Body Cleanser - Body Wash for Normal to Dry Sensitive Skin\", \"asin\": \"B0089WNKVC\", \"price\": \"$25.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Sensibio Foaming Gel Cleansing and Make-Up Removing Refreshing feeling for Sensitive Skin Unscented\", \"asin\": \"B07N1W36GB\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Av\\u00e8ne Thermal Spring Water, Soothing Calming Facial Mist Spray for Sensitive Skin\", \"asin\": \"B002D48QUC\", \"price\": \"$19.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"SKIN PERFECTING 2% BHA Liquid Salicylic Acid Exfoliant- Exfoliating Toner for Face, Blackheads, Enlarged Pores, Wrinkles & Fine Lines, Fragrance-Free\", \"asin\": \"B00949CTQQ\", \"price\": \"$35.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Snail Mucin 96% Power Repairing Essence 3.38 fl.oz 100ml, Hydrating Serum for Face with Snail Secretion Filtrate for Dull Skin & Fine Lines, Korean Skin Care\", \"asin\": \"B00PBX3L7K\", \"price\": \"$19.59\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Gentle Makeup Removing Face Wipes, Daily Cleansing Facial Towelettes Gently Remove Makeup, Fragrance and Alcohol Free, 25 Count\", \"asin\": \"B01M4NFD2N\", \"price\": \"$6.79\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Heartleaf Pore Control Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care 6.76 fl oz(200ml) (original)\", \"asin\": \"B0BN2PX8V3\", \"price\": \"$17.69\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Atoderm Intensive Ultra Rich Foaming Gel for Very Dry to Atopic Sensitive Skin\", \"asin\": \"B015Q8SPOS\", \"price\": \"$27.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Face Cleanser - S\\u00e9bium - Makeup Removing Cleanser - Skin Purifying - Face Wash for Combination to Oily Skin\", \"asin\": \"B0060OMXUA\", \"price\": \"$22.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Atoderm Intensive Balm, Hydrating Balm for Dry to Atopic Sensitive Skin, Face & Body Moisturizer with Ultra Soothing Anti-Itching Formula, Fragrance-Free, Non-Greasy & Non-Sticky for Family\", \"asin\": \"B0161ZC5GY\", \"price\": \"$28.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Heartleaf Pore Control Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care 6.76 fl oz(200ml) (original)\", \"asin\": \"B0BN2PX8V3\", \"price\": \"$17.69\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Vinoclean Gentle Cleansing Almond Milk\", \"asin\": \"B08S7V9WNM\", \"price\": \"$30.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml\", \"asin\": \"B00809ERAM\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Lait-Cr\\u00e8me Concentr\\u00e9, Multifunction Daily Moisturizer, Primer, and Makeup Remover, Suitable for All Skin Types. French Face Cream With Shea Butter & Aloe Vera\", \"asin\": \"B004KELK4C\", \"price\": \"$17.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Hydrabio H2O Micellar Water - Face Cleanser and Makeup Remover - Micellar Cleansing Water for Dehydrated Sensitive Skin\", \"asin\": \"B01ES79K4M\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"ABCDerm Foaming Gel- for the Delicate Skin of Babies and Children\", \"asin\": \"B00569UIY8\", \"price\": \"$27.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Sensibio H2O Wipes - Cleansing and Makeup Removing - Skin Soothing - for Sensitive Skin - 25 Wipes\", \"asin\": \"B01CDPCWYG\", \"price\": \"$13.51\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Pore Cleansing Oil, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Cleanser for Sensitive Skin [PHA] (10.14 oz)\", \"asin\": \"B07GYM1DPM\", \"price\": \"$16.80\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Kojic Acid Dark Spot Remover Soap Bars with Vitamin C, Retinol, Collagen, Turmeric - Original Japanese Complex Infused with Hyaluronic Acid, Vitamin E, Shea Butter, Castile Olive Oil (2 Pack)\", \"asin\": \"B09MFMCTRK\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items\"},\n {\"title\": \"Rice Water Bright Foaming Facial Cleanser with Ceramide, Gentle Face Wash for Hydrating & Moisturizing, Vegan Face Cleanser, Makeup Remover, Korean Skin Care for All Skin Types, 150ml\", \"asin\": \"B00FJ2LU2Q\", \"price\": \"$11.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"DERMALOGY by NEOGENLAB NEOGEN Calming Cleansing Oil Cica Tree Micellar 10.14Fl.Oz(300ml) - Cleansing oil for Sensitive Skin/Korean Skin Care/K-Beauty/deep cleansing oil for face\", \"asin\": \"B08JYTDZLP\", \"price\": \"$29.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Cleansing Balm Makeup Remover, Waterproof Makeup Remover With Ceramides & Plant-Based Jojoba Oil To Nourish & Hydrate, Non-Comedogenic & Fragrance Free, 1.3 Oz\", \"asin\": \"B0B1PP1XCM\", \"price\": \"$6.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Hydrating Foaming Oil Cleanser, Moisturizing Oil Cleanser for Face & Body, Squalane Oil + Hyaluronic Acid + Ceramides, For Dry to Very Dry Skin, Fragrance Free & Residue Free, 19 FL Oz\", \"asin\": \"B0C7J7CWBN\", \"price\": \"$16.02\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"S\\u00e9bium H2O - Micellar Water - Facial Cleanser and Makeup Remover - Face Cleanser for Combination to Oily Skin\", \"asin\": \"B00B27040G\", \"price\": \"$20.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Bundle of Bioderma - Sensibio - H2O Micellar Water - Makeup Remover Cleanser - Face Cleanser for Sensitive Skin- Comes in 500 ml and 100ml Traveller's size\", \"asin\": \"B0CFG3N2JR\", \"price\": \"$24.98\", \"delivery\": \"Delivery Wed, Apr 23\"},\n {\"title\": \"Reinigungsl Cleansing Oil for very dry skin 200ml by Biodroga\", \"asin\": \"B00OV5RVNO\", \"price\": \"$40.00\", \"delivery\": \"FREE delivery Apr 28 - May 2 Or fastest delivery Apr 24 - 28 Only 4 left in stock - order soon.\"},\n {\"title\": \"Cleansing & Softening Almond Shower Oil, Body Wash & Shaving Base Purifies & Smooths Without Drying Skin, Milky Lather, Nourishing Skincare\", \"asin\": \"B001G60EK8\", \"price\": \"$29.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Deep Cleansing Oil, Facial Cleansing Oil, Makeup Remover, Cleanses without Clogging Pores, Residue-Free, Fragrance and Colorant Free, All Skin Types, 6.7 fl. oz.\", \"asin\": \"B001UE60E0\", \"price\": \"$25.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Japanese Skin Care Makeup Cleansing Oil for Face, Oil-Based Makeup Remover for Dry, Sensitive Skin, Fragrance Free Facial Cleansing Oil, 5 Oz\", \"asin\": \"B09FYT6VR3\", \"price\": \"$15.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Skin Therapy Oil Face bundle (Oil & Cleanser)\", \"asin\": \"B0C442QNG6\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Ginseng Cleansing Oil Waterproof Makeup Remover for Sensitive, Acne-Prone Facial Skin. Korean Skin Care for Men and Women, 210ml, 7.1 fl.oz\", \"asin\": \"B0D1Q43KQZ\", \"price\": \"$19.00\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members\"},\n {\"title\": \"Pro-Collagen Cleansing Balm Makeup Remover, Hydrating Facial Cleanser, Oil Cleanser, Oil Makeup Remover, Deep Cleanse\", \"asin\": \"B00CFHYYIA\", \"price\": \"$18.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Pore Control Cleansing Oil, Makeup Remover for Sensitive, Oil Cleanser for Face, Blackhead Removal, Korean Skin care, Hydrating, Fragrance-Free\", \"asin\": \"B0CQM43XN9\", \"price\": \"$9.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Madagascar Centella Light Cleansing Oil 6.76 fl.oz, 200ml | Gentle Oil Cleanser for Face, Korean Facial Cleanser, Double Cleansing\", \"asin\": \"B07T5BN3P2\", \"price\": \"$17.39\", \"delivery\": \"FREE delivery Fri, Apr 25 for Prime members Only 9 left in stock - order soon.\"},\n {\"title\": \"Rice Water Bright Light Facial Cleansing Oil, Daily Makeup Remover, Oil Cleanser, Vegan, Korean Skin Care with Jojoba Oil, Face Pore Cleanser, 150ml\", \"asin\": \"B00809ERAM\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Milky Oil Cleanser - Hydrating Facial Cleanser for Skin Barrier Repair - Tri-Ceramide Face Wash for Sensitive Skin & All Skin Types - Deeply Hydrated Skin, No Oily Residue - 3.38 fl oz\", \"asin\": \"B0C7C8YL9D\", \"price\": \"$12.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Stelatopia Eczema-Prone Skin Cleansing Oil - Baby Body Wash with Natural Avocado & Sunflower Oil - Family Skin Care Essentials - EWG Verified - Fragrance-Free & Tear Free - 16.9 fl. oz.\", \"asin\": \"B089Z8DV9N\", \"price\": \"$26.50\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"ABCDerm H2O - Baby Skin Care -\", \"asin\": \"B002D0S2VY\", \"price\": \"$27.99\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"Av\\u00e8ne XeraCalm A.D Lipid-Replenishing Cleansing Oil, Atopic Dermatitis, Eczema-Prone, Fragrance-Free, Pump, 13.5 Oz\", \"asin\": \"B00EYOHGPU\", \"price\": \"$34.00\", \"delivery\": \" Same-Day FREE delivery Today 2 PM - 6 PM\"},\n {\"title\": \"KOSE Softymo Speedy Cleansing Oil Bottle 230ml Makeup RemoverJapan Direct Import\", \"asin\": \"B0CGCCR1NH\", \"price\": \"$9.74\", \"delivery\": \"FREE delivery Thu, Apr 24\"},\n {\"title\": \"KOSE Softy mo Deep Cleansing Oil, 230ml\", \"asin\": \"B0DDFTJG5P\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery May 4 - 8 for Prime members\"},\n {\"title\": \"MANYO FACTORY Pure Cleansing Oil 6.7 fl oz (200ml) Korean Facial Cleanser, Blackhead Melting, Daily Makeup Removal with Argan Oil, for Women\", \"asin\": \"B01N5K834V\", \"price\": \"$28.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"},\n {\"title\": \"Toleriane Purifying Foaming Facial Cleanser, Niacinamide + Ceramides + Prebiotic Thermal Water, Oil Free Face Wash For Oily Skin, Pore Cleanser Safe For Sensitive Skin, Soap Free\", \"asin\": \"B01N34XW93\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Clean it Zero Original Cleansing Balm Big Size | Korean Makeup Remover, Cleansing Oil, Facial Cleanser for All Skin Types | Vegan | Made with Acerola Berry & Vitamin C (180ml / 6.08 fl.oz)\", \"asin\": \"B0CW7G49NV\", \"price\": \"$23.20\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"wonder Black Rice Moisture Cleansing Oil, Double Cleansing, Daily Makeup remover, Pore Oil Cleanser, Korean Skincare for sensitive, normal and Oily Skin, 5.1 fl oz\", \"asin\": \"B08W1ZHTL3\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Zero Pore Blackhead Deep Cleansing Oil | Makeup Remover for all skin types, Daily Moisture Facial Cleanser, Low-Irritation | Korean Skin Care (205ml / 6.93 fl.oz)\", \"asin\": \"B0DPJR1N27\", \"price\": \"$17.69\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"[K-Beauty] Rose Vitamin Oil to Foam - All-in-One Korean Face Wash Oil Based Foaming Facial Cleanser - Pore Minimizing & Blackhead Remover - Makeup Deep Cleansing Oil for All Skin Types (3.88 fl oz)\", \"asin\": \"B07P1D8TV9\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Mung Bean Cleansing Oil(6.76fl.oz/200ml)| Fragrance-Free | Non-Comedogenic Tested| Makeup Blackhead Remover & Deep Pore Cleanser| Suitable for Sensitive Skin| Double Cleansing Korean Skincare\", \"asin\": \"B0DRBTCZ9B\", \"price\": \"$21.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Squalane + Antioxidant Cleansing Oil\", \"asin\": \"B07657XJ3Z\", \"price\": \"$32.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Heartleaf Pore Cleansing Oil MILD, Sensitive Skin Face Wash, Oil Cleanser for Face, Makeup Blackhead Remover, Korean Skin Care, Non-Comedogenic, Fragrance Free 6.76 fl oz(200ml)\", \"asin\": \"B0CX8X7LVM\", \"price\": \"$17.69\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Smoothness Hydrating Oil Cleanser, Gentle Cleansing Oil for Face, Waterproof Makeup Remover, Non-Comedogenic, Vegan\", \"asin\": \"B08L9QF1GK\", \"price\": \"$35.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Mild Cleansing Oil, Japanese Facial Cleansing Oil, Makeup Remover, 100% Preservative Free, Clean Skincare for Sensitive Skin [US Package]\", \"asin\": \"B09NXN33S8\", \"price\": \"$19.74\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Herb Green Cleansing Oil 6.7 fl oz (200ml) Korean Facial Cleanser, Daily Makeup Remover for Women, Effective Cleansing Without Clogging Pores, with Artemisa, Tea Tree\", \"asin\": \"B073WJ44RY\", \"price\": \"$14.62\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 23\"},\n {\"title\": \"Delicia Drench Shower Oil Moisturizing Cleansing Oil\", \"asin\": \"B0DS6NQW3Q\", \"price\": \"$26.00\", \"delivery\": \" Same-Day FREE delivery Today 7 AM - 11 AM\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:20:05.269Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:20:26.679Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:20:26.679Z
|
click
|
quantity
|
rule
|
2025-04-22T04:20:26.679Z
|
train
| 16 |
2025-04-22T04:20:26.679Z
|
click
|
quantity
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
<|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": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:20:26.679Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>",
"index": 16,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:20:26.679Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:20:30.858Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:20:30.858Z
|
click
|
other
|
rule
|
2025-04-22T04:20:30.858Z
|
train
| 17 |
2025-04-22T04:20:30.858Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "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": ""
}
],
"promotion_items": [
{"title": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:20:30.858Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 17,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:20:30.858Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:20:32.168Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:20:32.168Z
|
click
|
other
|
rule
|
2025-04-22T04:20:32.168Z
|
train
| 18 |
2025-04-22T04:20:32.168Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
<|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": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:20:32.168Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 18,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:20:32.168Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:20:33.183Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:20:33.183Z
|
click
|
other
|
rule
|
2025-04-22T04:20:33.183Z
|
train
| 19 |
2025-04-22T04:20:33.183Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
<|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": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:20:33.183Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 19,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:20:33.183Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:20:34.177Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:20:34.177Z
|
click
|
other
|
rule
|
2025-04-22T04:20:34.177Z
|
train
| 20 |
2025-04-22T04:20:34.177Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
<|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": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:20:34.177Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 20,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:20:34.177Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"2\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:20:37.570Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:20:37.570Z
|
click
|
quantity
|
rule
|
2025-04-22T04:20:37.570Z
|
train
| 21 |
2025-04-22T04:20:37.570Z
|
click
|
quantity
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
<|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": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "2", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:20:37.570Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>quantity</answer_argument>",
"index": 21,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"2\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:20:37.570Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:21:06.551Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:21:06.551Z
|
click
|
other
|
rule
|
2025-04-22T04:21:06.551Z
|
train
| 22 |
2025-04-22T04:21:06.551Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:37.570Z", "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": ""
}
],
"promotion_items": [
{"title": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "3", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:21:06.551Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 22,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:21:06.551Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:21:07.757Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:21:07.757Z
|
click
|
other
|
rule
|
2025-04-22T04:21:07.757Z
|
train
| 23 |
2025-04-22T04:21:07.757Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
<|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": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "3", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:21:07.757Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 23,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:21:07.757Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:21:10.300Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:21:10.300Z
|
click
|
other
|
rule
|
2025-04-22T04:21:10.300Z
|
train
| 24 |
2025-04-22T04:21:10.300Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:07.757Z", "action": "click", "action_argument": "other"}
<|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": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "3", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:21:10.300Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 24,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:21:10.300Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:21:11.483Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:21:11.483Z
|
click
|
other
|
rule
|
2025-04-22T04:21:11.483Z
|
train
| 25 |
2025-04-22T04:21:11.483Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:07.757Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:10.300Z", "action": "click", "action_argument": "other"}
<|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": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "3", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:21:11.483Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 25,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:21:11.483Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:21:18.033Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:21:18.033Z
|
click
|
other
|
rule
|
2025-04-22T04:21:18.033Z
|
train
| 26 |
2025-04-22T04:21:18.033Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:07.757Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:10.300Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:11.483Z", "action": "click", "action_argument": "other"}
<|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": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "3", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:21:18.033Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 26,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:21:18.033Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:21:19.127Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:21:19.127Z
|
click
|
other
|
rule
|
2025-04-22T04:21:19.127Z
|
train
| 27 |
2025-04-22T04:21:19.127Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:07.757Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:10.300Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:11.483Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:18.033Z", "action": "click", "action_argument": "other"}
<|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": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "3", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:21:19.127Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 27,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:21:19.127Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:21:20.046Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:21:20.046Z
|
click
|
other
|
rule
|
2025-04-22T04:21:20.046Z
|
train
| 28 |
2025-04-22T04:21:20.046Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:07.757Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:10.300Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:11.483Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:18.033Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:19.127Z", "action": "click", "action_argument": "other"}
<|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": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "3", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:21:20.046Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 28,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:21:20.046Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:21:22.149Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:21:22.149Z
|
click
|
other
|
rule
|
2025-04-22T04:21:22.149Z
|
train
| 29 |
2025-04-22T04:21:22.149Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:07.757Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:10.300Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:11.483Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:18.033Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:19.127Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:20.046Z", "action": "click", "action_argument": "other"}
<|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": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "3", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:21:22.149Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 29,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:21:22.149Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:22.149Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:22:05.232Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:22:05.232Z
|
click
|
other
|
rule
|
2025-04-22T04:22:05.232Z
|
train
| 30 |
2025-04-22T04:22:05.232Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:07.757Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:10.300Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:11.483Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:18.033Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:19.127Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:20.046Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:22.149Z", "action": "click", "action_argument": "other"}
<|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": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "3", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:22:05.232Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 30,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:22.149Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:22:05.232Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:22.149Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:05.232Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:22:06.459Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:22:06.459Z
|
click
|
other
|
rule
|
2025-04-22T04:22:06.459Z
|
train
| 31 |
2025-04-22T04:22:06.459Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:07.757Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:10.300Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:11.483Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:18.033Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:19.127Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:20.046Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:22.149Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:05.232Z", "action": "click", "action_argument": "other"}
<|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": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "3", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:22:06.459Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 31,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:22.149Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:05.232Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:22:06.459Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:22.149Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:05.232Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:06.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:22:07.419Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:22:07.419Z
|
click
|
other
|
rule
|
2025-04-22T04:22:07.419Z
|
train
| 32 |
2025-04-22T04:22:07.419Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:07.757Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:10.300Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:11.483Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:18.033Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:19.127Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:20.046Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:22.149Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:05.232Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:06.459Z", "action": "click", "action_argument": "other"}
<|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": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "3", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:22:07.419Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 32,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:22.149Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:05.232Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:06.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:22:07.419Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:22.149Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:05.232Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:06.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:07.419Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:22:08.514Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:22:08.514Z
|
click
|
other
|
rule
|
2025-04-22T04:22:08.514Z
|
train
| 33 |
2025-04-22T04:22:08.514Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:07.757Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:10.300Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:11.483Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:18.033Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:19.127Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:20.046Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:22.149Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:05.232Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:06.459Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:07.419Z", "action": "click", "action_argument": "other"}
<|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": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "3", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Same-Day FREE delivery Today 7\u202fAM - 11\u202fAM FREE Returns", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:22:08.514Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 33,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:22.149Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:05.232Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:06.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:07.419Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Same-Day FREE delivery Today 7\\u202fAM - 11\\u202fAM FREE Returns\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:22:08.514Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:22.149Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:05.232Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:06.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:07.419Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:08.514Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"},\n {\"title\": \"Aveeno Kids Continuous Protection Zinc Oxide Mineral Sunscreen Stick for Sensitive Skin, Face & Body Sunscreen Stick for Kids with Broad Spectrum SPF 50, Sweat- & Water-Resistant, 1.5 oz\", \"asin\": \"B07Z9SGJ4C\", \"price\": \"$11.00\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sunscreen Lotion Beach Defense SPF 50, 6.7 fl oz, Face and Body Sunscreen, Oil Free, Fast Absorbing, Oxybenzone Free Sun Care\", \"asin\": \"B07YG92FC4\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer SPF 60 Face Sunscreen Stick, Water Resistant Facial Stick with Broad Spectrum SPF 60 Protection for Sensitive Skin, Mini Travel Sunscreen, Oxybenzone-Free, .47 oz\", \"asin\": \"/promo/A33K1JOWT2F0VM\", \"price\": \"$10.88\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:23:45.770Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:23:45.770Z
|
purchase
|
B00AEN4QZ8, B08L88LZ4V, B001P92FMG, B07HFHWNPH
|
rule
|
2025-04-22T04:23:45.770Z
|
train
| 34 |
2025-04-22T04:23:45.770Z
|
purchase
|
B00AEN4QZ8, B08L88LZ4V, B001P92FMG, B07HFHWNPH
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:07.757Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:10.300Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:11.483Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:18.033Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:19.127Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:20.046Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:22.149Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:05.232Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:06.459Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:07.419Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:08.514Z", "action": "click", "action_argument": "other"}
<|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": "La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free", "asin": "B01N9SPQHQ", "price": "$21.99", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin", "asin": "B01MDTVZTZ", "price": "$6.00", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)", "asin": "B007BF7BUY", "price": "$3.97", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "B005IHT94S", "price": "$8.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz", "asin": "B09MV4618C", "price": "$13.76", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz", "asin": "B07YFGSM63", "price": "$13.88", "quantity": ""},
{"title": "Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)", "asin": "B01LTI9PKW", "price": "$32.04", "quantity": ""},
{"title": "Aveeno Kids Continuous Protection Zinc Oxide Mineral Sunscreen Stick for Sensitive Skin, Face & Body Sunscreen Stick for Kids with Broad Spectrum SPF 50, Sweat- & Water-Resistant, 1.5 oz", "asin": "B07Z9SGJ4C", "price": "$11.00", "quantity": ""},
{"title": "Neutrogena Sunscreen Lotion Beach Defense SPF 50, 6.7 fl oz, Face and Body Sunscreen, Oil Free, Fast Absorbing, Oxybenzone Free Sun Care", "asin": "B07YG92FC4", "price": "$9.88", "quantity": ""},
{"title": "Neutrogena Ultra Sheer SPF 60 Face Sunscreen Stick, Water Resistant Facial Stick with Broad Spectrum SPF 60 Protection for Sensitive Skin, Mini Travel Sunscreen, Oxybenzone-Free, .47 oz", "asin": "/promo/A33K1JOWT2F0VM", "price": "$10.88", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": true, "options": [{"Style": "SPF 70"}, {"Size": "6.7 Fl Oz (Pack of 1)"}]},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "3", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}, {"Style": "SPF 50"}]},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "2", "selected": true, "options": []},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "delivery": " \u00a0&\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery", "quantity": "1", "selected": true, "options": [{"Size": "3 Fl Oz (Pack of 1)"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:23:45.770Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>purchase</answer_action><answer_argument>B00AEN4QZ8, B08L88LZ4V, B001P92FMG, B07HFHWNPH</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>purchase</answer_action><answer_argument>B00AEN4QZ8, B08L88LZ4V, B001P92FMG, B07HFHWNPH</answer_argument>",
"index": 34,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:22.149Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:05.232Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:06.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:07.419Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:08.514Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"La Roche-Posay Toleriane Double Repair Face Moisturizer, Daily Moisturizer Face Cream with Ceramide and Niacinamide for All Skin Types, Oil Free, Fragrance Free\", \"asin\": \"B01N9SPQHQ\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"The Ordinary Niacinamide 10% + Zinc 1%, Smoothing Serum for Blemish-Prone Skin\", \"asin\": \"B01MDTVZTZ\", \"price\": \"$6.00\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Dramamine Motion Sickness Relief Less Drowsey Formula, 8 Count (Pack of 1)\", \"asin\": \"B007BF7BUY\", \"price\": \"$3.97\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"B005IHT94S\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry Touch SPF 50 Mineral Sunscreen Stick for Sensitive Skin, Zinc Oxide, Body & Face Sunscreen with Vitamin E, No White Residue & Vegan, 1.5 oz\", \"asin\": \"B09MV4618C\", \"price\": \"$13.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sheer Zinc Oxide Kids Mineral Sunscreen Stick, Broad Spectrum SPF 50+ & UVA/UVB Protection & Water Resistant with Residue-Free, No-Mess Application, Oil- & Paraben-Free, 1.5 oz\", \"asin\": \"B07YFGSM63\", \"price\": \"$13.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Age Shield Face Oil-Free Sunscreen Lotion with Broad Spectrum SPF 70, Non-Comedogenic Moisturizing Sunscreen to Help Prevent Signs of Aging, PABA-Free, 3 fl. oz (Pack of 3)\", \"asin\": \"B01LTI9PKW\", \"price\": \"$32.04\", \"quantity\": \"\"},\n {\"title\": \"Aveeno Kids Continuous Protection Zinc Oxide Mineral Sunscreen Stick for Sensitive Skin, Face & Body Sunscreen Stick for Kids with Broad Spectrum SPF 50, Sweat- & Water-Resistant, 1.5 oz\", \"asin\": \"B07Z9SGJ4C\", \"price\": \"$11.00\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sunscreen Lotion Beach Defense SPF 50, 6.7 fl oz, Face and Body Sunscreen, Oil Free, Fast Absorbing, Oxybenzone Free Sun Care\", \"asin\": \"B07YG92FC4\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer SPF 60 Face Sunscreen Stick, Water Resistant Facial Stick with Broad Spectrum SPF 60 Protection for Sensitive Skin, Mini Travel Sunscreen, Oxybenzone-Free, .47 oz\", \"asin\": \"/promo/A33K1JOWT2F0VM\", \"price\": \"$10.88\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Style\": \"SPF 70\"}, {\"Size\": \"6.7 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"3\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}, {\"Style\": \"SPF 50\"}]},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"2\", \"selected\": true, \"options\": []},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"delivery\": \" \\u00a0&\\u00a0FREE Returns Eligible for FREE Same-Day, Overnight or Tomorrow delivery\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"3 Fl Oz (Pack of 1)\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:23:45.770Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:22.149Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:05.232Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:06.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:07.419Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:08.514Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:23:45.770Z\", \"action\": \"purchase\", \"action_argument\": \"B00AEN4QZ8, B08L88LZ4V, B001P92FMG, B07HFHWNPH\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle\", \"asin\": \"B0CLVM67FV\", \"price\": \"$15.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"/promo/A3HM6OMCGCI2J9\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free\", \"asin\": \"B07YGVSGMW\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"/promo/ANIH8Y4GCK1EX\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz\", \"asin\": \"B07XJ7XWLW\", \"price\": \"$19.99\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Medium\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:34:12.582Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:34:12.582Z
|
click_product
|
B001P92FMG
|
rule
|
2025-04-22T04:34:12.582Z
|
train
| 35 |
2025-04-22T04:34:12.582Z
|
click_product
|
B001P92FMG
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:07.757Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:10.300Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:11.483Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:18.033Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:19.127Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:20.046Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:22.149Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:05.232Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:06.459Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:07.419Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:08.514Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:23:45.770Z", "action": "purchase", "action_argument": "B00AEN4QZ8, B08L88LZ4V, B001P92FMG, B07HFHWNPH"}
<|memory_end|>
<|action_start|>
<|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": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "/promo/A2DORR75ODDLPG", "price": "$14.88", "quantity": ""},
{"title": "Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle", "asin": "B0CLVM67FV", "price": "$15.98", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "/promo/A3HM6OMCGCI2J9", "price": "$14.88", "quantity": ""},
{"title": "Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz", "asin": "B0CNKXCL4X", "price": "$23.46", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3", "asin": "B076GZX3KL", "price": "$26.64", "quantity": ""},
{"title": "Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack", "asin": "/promo/ATC703ZJ30NOA", "price": "$25.76", "quantity": ""},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free", "asin": "B07YGVSGMW", "price": "$24.99", "quantity": ""},
{"title": "Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz", "asin": "/promo/AAYFGG9ZNAXSR", "price": "$12.97", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$14.83", "quantity": ""},
{"title": "CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce", "asin": "B00365DABC", "price": "$12.89", "quantity": ""},
{"title": "CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce", "asin": "B00F97FHAW", "price": "$12.89", "quantity": ""},
{"title": "CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic", "asin": "B07VWSN95S", "price": "$15.69", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)", "asin": "/promo/ANIH8Y4GCK1EX", "price": "$8.88", "quantity": ""},
{"title": "CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz", "asin": "B07XJ7XWLW", "price": "$19.99", "quantity": ""}
],
"active_items": [
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "delivery": "Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": true, "options": []},
{"title": "CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce", "asin": "B07YLKXV11", "delivery": "Overnight FREE delivery Overnight 7\u202fAM - 11\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": true, "options": [{"Color": "Medium"}]}
],
"saved_items": [
{"title": "Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B09D9PLCDW", "options": []},
{"title": "Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound", "asin": "B007ODUI76", "options": []},
{"title": "Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift", "asin": "B08C4Y3BCD", "options": [{"Size": "Large"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:34:12.582Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click_product</answer_action><answer_argument>B001P92FMG</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B001P92FMG</answer_argument>",
"index": 35,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:22.149Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:05.232Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:06.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:07.419Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:08.514Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:23:45.770Z\", \"action\": \"purchase\", \"action_argument\": \"B00AEN4QZ8, B08L88LZ4V, B001P92FMG, B07HFHWNPH\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"/promo/A2DORR75ODDLPG\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Eucerin Sun Tinted Age Defense SPF 50 Face Sunscreen Lotion with Hyaluronic Acid, Hypoallergenic, Non-Comedogenic Tinted Sunscreen SPF 50 Free of Fragrance, Oxybenzone and Octinoxate, 2.5 Fl Oz Bottle\", \"asin\": \"B0CLVM67FV\", \"price\": \"$15.98\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"/promo/A3HM6OMCGCI2J9\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Sun Bum Daily SPF 50 Sunscreen Body Lotion - Broad Spectrum Moisturizing Sunscreen with Vitamin E - Vegan and Hawaii 104 Act Compliant (Without Octinoxate & Oxybenzone) - Dermatologist Tested - 8 oz\", \"asin\": \"B0CNKXCL4X\", \"price\": \"$23.46\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Active Defense SPF 70 Sunscreen Spray, Sweat & Water Resistant Spray Sunscreen with Broad Spectrum Protection for Sunburn Prevention, Oxybenzone-Free, Twin Pack, 5 oz, 2 Pack\", \"asin\": \"/promo/ATC703ZJ30NOA\", \"price\": \"$25.76\", \"quantity\": \"\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 100, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, For Sun Sensitive Skin, Oxybenzone Free\", \"asin\": \"B07YGVSGMW\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Body SPF 50 Sunscreen Spray, Non-Greasy, Broad Spectrum Full Body Sunscreen Ideal for Oily Skin Moisturizes & Cools, Non-Comedogenic Spray Sunscreen, Oxybenzone-Free, 5 oz\", \"asin\": \"/promo/AAYFGG9ZNAXSR\", \"price\": \"$12.97\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe PM Facial Moisturizing Lotion, Night Cream with Hyaluronic Acid and Niacinamide, Ultra-Lightweight, Oil-Free Moisturizer for Face, 3 Ounce\", \"asin\": \"B00365DABC\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe AM Facial Moisturizing Lotion with SPF 30, Oil-Free Face Moisturizer with SPF, Formulated with Hyaluronic Acid, Niacinamide & Ceramides, Non-Comedogenic, Broad Spectrum Sunscreen, 3 Ounce\", \"asin\": \"B00F97FHAW\", \"price\": \"$12.89\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Resurfacing Retinol Serum For Post Acne Marks, Formulated With Licorice Root Extract & Niacinamide, Brightening Serum & Pore Minimizer For Face, Post Acne Skin Barrier Repair, Non-Comedogenic\", \"asin\": \"B07VWSN95S\", \"price\": \"$15.69\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Water Resistant and Non-Greasy Sunscreen Lotion with Broad Spectrum SPF 70, 3 Fl Oz (Pack of 1)\", \"asin\": \"/promo/ANIH8Y4GCK1EX\", \"price\": \"$8.88\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Anti Aging Retinol Serum For Face, Encapsulated Retinol With Hyaluronic Acid, Niacinamide & Ceramides, Smooths Wrinkles & Fine Lines, Gentle Skin Brightening Serum, Fragrance Free, 1 Oz\", \"asin\": \"B07XJ7XWLW\", \"price\": \"$19.99\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n {\"title\": \"CeraVe Hydrating Mineral Sunscreen SPF 30 with Sheer Tint, Tinted Mineral Sunscreen with Zinc Oxide & Titanium Dioxide, Blends Seamlessly For Healthy Glow, Medium, 1.7 Fluid Ounce\", \"asin\": \"B07YLKXV11\", \"delivery\": \"Overnight FREE delivery Overnight 7\\u202fAM - 11\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Color\": \"Medium\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Huge 26 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B09D9PLCDW\", \"options\": []},\n {\"title\": \"Ferrous Sulfate Heptahydrate - FeSO4*7H2O - 20% Iron - Very Soluble - 1 Pound\", \"asin\": \"B007ODUI76\", \"options\": []},\n {\"title\": \"Jellycat Snow Dragon Stuffed Animal, Large 19.5 inches - Mythical Plush Toy - Classic Children's Gift\", \"asin\": \"B08C4Y3BCD\", \"options\": [{\"Size\": \"Large\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:34:12.582Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:22.149Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:05.232Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:06.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:07.419Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:08.514Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:23:45.770Z\", \"action\": \"purchase\", \"action_argument\": \"B00AEN4QZ8, B08L88LZ4V, B001P92FMG, B07HFHWNPH\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:34:12.582Z\", \"action\": \"click_product\", \"action_argument\": \"B001P92FMG\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.39\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$11.57\", \"quantity\": \"3\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.15\", \"quantity\": \"2\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"price\": \"$25.99\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B001P92FMG\"\n},\n {\n \"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\"\n},\n {\n \"price\": \"$10.68\"\n},\n {\n \"bullet_list\": \"One, 2.5 fl oz bottle, Neutrogena Sport Face Sunscreen SPF 70+, your new sun care essential for sunny days that demand more than just a regular sunscreen. Designed to keep your skin protected no matter how intense your activities get Face sunscreen resists wear off from water, rubbing, sweating or wiping, & is designed to be sweat-resistant & water-resistant up to 80 minutes. Whether you're running or swimming this sunscreen for face is your reliable partner in sun protection With Helioplex technology, this SPF face lotion offers superior broad-spectrum protection from skin-aging UVA rays and skin-burning UVB rays, and is a octinoxate and oxybenzone free sunscreen, making it Hawaii Act 104 Compliant Neutrogena sunscreen from dermatologist recommended sun care brand is oil-free & won\\u2019t clog pore or cause breakouts. It's perfect for those who need a face sunscreen that keeps their skin looking & feeling fresh, with no greasy feel A convenient 2.5 fl. oz. travel size sunscreen bottle, it's easy to throw in your bag for all your spontaneous adventures, making it a must-have travel sunscreen. Add this facial sunscreen to your daily skin care routine\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n},\n {\n \"quantity\": \"1\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"quantity\": \"\"},\n {\"title\": \"Aveeno Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ\", \"asin\": \"B08L8C6XCY\", \"price\": \"$14.49\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Coppertone Oil Free + Shine Control Sunscreen Face Lotion SPF 45, Lightweight Sunscreen for All Skin Tones, Won't Clog Pores, Fragrance Free, 2.5 Fl Oz Tube\", \"asin\": \"B0BKH3HSTZ\", \"price\": \"$9.43\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"B0DG2QN9XF\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Coppertone Oil Free + Shine Control Sunscreen Face Lotion SPF 45, Lightweight Sunscreen for All Skin Tones, Won't Clog Pores, Fragrance Free, 2.5 Fl Oz Tube\", \"asin\": \"B0BKH3HSTZ\", \"price\": \"$9.43\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Face Sunscreen Moisturizer with Zinc Oxide, Daily Face Moisturizer with SPF, Sunscreen, 1.7 oz Pump\", \"asin\": \"B00464EC1E\", \"price\": \"$40.00\", \"quantity\": \"\"},\n {\"title\": \"Coppertone Complete Face Sunscreen Lotion SPF 45, Weightless and Oil-Free, Water Resistant Sunscreen with Proven UVA/UVB Protection, 2.5 Fl Oz Tube\", \"asin\": \"B0BKGYBBRT\", \"price\": \"$12.49\", \"quantity\": \"\"},\n {\"title\": \"Supergoop! PLAY Everyday Lotion SPF 50 - Broad Spectrum Body & Face Sunscreen for Sensitive Skin - Great for Active Days - Fast Absorbing, Water & Sweat Resistant - 5.5 fl oz\", \"asin\": \"B087HDXS2T\", \"price\": \"$36.00\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"B0DG2QN9XF\", \"price\": \"$14.88\"},\n {\"title\": \"Skin Centrick Daily Face & Body Sunscreen, SPF 50, Oil Free, Lightweight, Silky, absorbs easilyinto skin without white cast, 2.8 Ounce\", \"asin\": \"B0CNFRRVR6\", \"price\": \"$12.99\"},\n {\"title\": \"DISAAR BEAUTY Sunscreen Lotion SPF 60 PA+++ UVA/UVB UV Protection Antioxidant Moisturizing Skin Nourishing Hydration 50ml / 1.69fl.oz\", \"asin\": \"B0CM7L4LSH\", \"price\": \"$11.98\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 30 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B004D2C5FY\", \"price\": \"$10.88\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:34:22.324Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:34:22.324Z
|
click
|
cart_side_bar
|
rule
|
2025-04-22T04:34:22.324Z
|
train
| 36 |
2025-04-22T04:34:22.324Z
|
click
|
cart_side_bar
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:07.757Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:10.300Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:11.483Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:18.033Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:19.127Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:20.046Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:22.149Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:05.232Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:06.459Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:07.419Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:08.514Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:23:45.770Z", "action": "purchase", "action_argument": "B00AEN4QZ8, B08L88LZ4V, B001P92FMG, B07HFHWNPH"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:34:12.582Z", "action": "click_product", "action_argument": "B001P92FMG"}
<|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": ""
}
],
"cart_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "price": "$9.39", "quantity": "1"},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$11.57", "quantity": "3"},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.15", "quantity": "2"},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "price": "$25.99", "quantity": "1"}
],
"product_details": [
{
"asin": "B001P92FMG"
},
{
"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face"
},
{
"price": "$10.68"
},
{
"bullet_list": "One, 2.5 fl oz bottle, Neutrogena Sport Face Sunscreen SPF 70+, your new sun care essential for sunny days that demand more than just a regular sunscreen. Designed to keep your skin protected no matter how intense your activities get Face sunscreen resists wear off from water, rubbing, sweating or wiping, & is designed to be sweat-resistant & water-resistant up to 80 minutes. Whether you're running or swimming this sunscreen for face is your reliable partner in sun protection With Helioplex technology, this SPF face lotion offers superior broad-spectrum protection from skin-aging UVA rays and skin-burning UVB rays, and is a octinoxate and oxybenzone free sunscreen, making it Hawaii Act 104 Compliant Neutrogena sunscreen from dermatologist recommended sun care brand is oil-free & won\u2019t clog pore or cause breakouts. It's perfect for those who need a face sunscreen that keeps their skin looking & feeling fresh, with no greasy feel A convenient 2.5 fl. oz. travel size sunscreen bottle, it's easy to throw in your bag for all your spontaneous adventures, making it a must-have travel sunscreen. Add this facial sunscreen to your daily skin care routine"
}
],
"product_quantity": [
{
"quantity": "1"
},
{
"quantity": "1"
}
],
"promotion_items": [
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "B09MV3MHJD", "price": "$14.88", "quantity": ""},
{"title": "EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
{"title": "Aveeno Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ", "asin": "B08L8C6XCY", "price": "$14.49", "quantity": ""},
{"title": "Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size", "asin": "B00HNSSV0S", "price": "$9.88", "quantity": ""},
{"title": "Coppertone Oil Free + Shine Control Sunscreen Face Lotion SPF 45, Lightweight Sunscreen for All Skin Tones, Won't Clog Pores, Fragrance Free, 2.5 Fl Oz Tube", "asin": "B0BKH3HSTZ", "price": "$9.43", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "B0DG2QN9XF", "price": "$14.88", "quantity": ""},
{"title": "Coppertone Oil Free + Shine Control Sunscreen Face Lotion SPF 45, Lightweight Sunscreen for All Skin Tones, Won't Clog Pores, Fragrance Free, 2.5 Fl Oz Tube", "asin": "B0BKH3HSTZ", "price": "$9.43", "quantity": ""},
{"title": "EltaMD UV Daily SPF 40 Face Sunscreen Moisturizer with Zinc Oxide, Daily Face Moisturizer with SPF, Sunscreen, 1.7 oz Pump", "asin": "B00464EC1E", "price": "$40.00", "quantity": ""},
{"title": "Coppertone Complete Face Sunscreen Lotion SPF 45, Weightless and Oil-Free, Water Resistant Sunscreen with Proven UVA/UVB Protection, 2.5 Fl Oz Tube", "asin": "B0BKGYBBRT", "price": "$12.49", "quantity": ""},
{"title": "Supergoop! PLAY Everyday Lotion SPF 50 - Broad Spectrum Body & Face Sunscreen for Sensitive Skin - Great for Active Days - Fast Absorbing, Water & Sweat Resistant - 5.5 fl oz", "asin": "B087HDXS2T", "price": "$36.00", "quantity": ""},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": ""},
{"title": "EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin", "asin": "B00J5KDCO2", "price": "$42.00", "quantity": ""},
{"title": "Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size", "asin": "B00HNSSV0S", "price": "$9.88", "quantity": ""}
],
"comparison_items": [
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68"},
{"title": "Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz", "asin": "B09MV3MHJD", "price": "$14.88"},
{"title": "Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz", "asin": "B0DG2QN9XF", "price": "$14.88"},
{"title": "Skin Centrick Daily Face & Body Sunscreen, SPF 50, Oil Free, Lightweight, Silky, absorbs easilyinto skin without white cast, 2.8 Ounce", "asin": "B0CNFRRVR6", "price": "$12.99"},
{"title": "DISAAR BEAUTY Sunscreen Lotion SPF 60 PA+++ UVA/UVB UV Protection Antioxidant Moisturizing Skin Nourishing Hydration 50ml / 1.69fl.oz", "asin": "B0CM7L4LSH", "price": "$11.98"},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 30 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B004D2C5FY", "price": "$10.88"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:34:22.324Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>cart_side_bar</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>cart_side_bar</answer_argument>",
"index": 36,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:22.149Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:05.232Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:06.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:07.419Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:08.514Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:23:45.770Z\", \"action\": \"purchase\", \"action_argument\": \"B00AEN4QZ8, B08L88LZ4V, B001P92FMG, B07HFHWNPH\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:34:12.582Z\", \"action\": \"click_product\", \"action_argument\": \"B001P92FMG\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.39\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$11.57\", \"quantity\": \"3\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.15\", \"quantity\": \"2\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"price\": \"$25.99\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B001P92FMG\"\n},\n {\n \"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\"\n},\n {\n \"price\": \"$10.68\"\n},\n {\n \"bullet_list\": \"One, 2.5 fl oz bottle, Neutrogena Sport Face Sunscreen SPF 70+, your new sun care essential for sunny days that demand more than just a regular sunscreen. Designed to keep your skin protected no matter how intense your activities get Face sunscreen resists wear off from water, rubbing, sweating or wiping, & is designed to be sweat-resistant & water-resistant up to 80 minutes. Whether you're running or swimming this sunscreen for face is your reliable partner in sun protection With Helioplex technology, this SPF face lotion offers superior broad-spectrum protection from skin-aging UVA rays and skin-burning UVB rays, and is a octinoxate and oxybenzone free sunscreen, making it Hawaii Act 104 Compliant Neutrogena sunscreen from dermatologist recommended sun care brand is oil-free & won\\u2019t clog pore or cause breakouts. It's perfect for those who need a face sunscreen that keeps their skin looking & feeling fresh, with no greasy feel A convenient 2.5 fl. oz. travel size sunscreen bottle, it's easy to throw in your bag for all your spontaneous adventures, making it a must-have travel sunscreen. Add this facial sunscreen to your daily skin care routine\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n},\n {\n \"quantity\": \"1\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"quantity\": \"\"},\n {\"title\": \"Aveeno Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ\", \"asin\": \"B08L8C6XCY\", \"price\": \"$14.49\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Coppertone Oil Free + Shine Control Sunscreen Face Lotion SPF 45, Lightweight Sunscreen for All Skin Tones, Won't Clog Pores, Fragrance Free, 2.5 Fl Oz Tube\", \"asin\": \"B0BKH3HSTZ\", \"price\": \"$9.43\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"B0DG2QN9XF\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"Coppertone Oil Free + Shine Control Sunscreen Face Lotion SPF 45, Lightweight Sunscreen for All Skin Tones, Won't Clog Pores, Fragrance Free, 2.5 Fl Oz Tube\", \"asin\": \"B0BKH3HSTZ\", \"price\": \"$9.43\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Face Sunscreen Moisturizer with Zinc Oxide, Daily Face Moisturizer with SPF, Sunscreen, 1.7 oz Pump\", \"asin\": \"B00464EC1E\", \"price\": \"$40.00\", \"quantity\": \"\"},\n {\"title\": \"Coppertone Complete Face Sunscreen Lotion SPF 45, Weightless and Oil-Free, Water Resistant Sunscreen with Proven UVA/UVB Protection, 2.5 Fl Oz Tube\", \"asin\": \"B0BKGYBBRT\", \"price\": \"$12.49\", \"quantity\": \"\"},\n {\"title\": \"Supergoop! PLAY Everyday Lotion SPF 50 - Broad Spectrum Body & Face Sunscreen for Sensitive Skin - Great for Active Days - Fast Absorbing, Water & Sweat Resistant - 5.5 fl oz\", \"asin\": \"B087HDXS2T\", \"price\": \"$36.00\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Daily SPF 40 Tinted Face Sunscreen Moisturizer, Tinted Moisturizer for Face with SPF, Great for Dry, Combination, and Normal Skin\", \"asin\": \"B00J5KDCO2\", \"price\": \"$42.00\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\"},\n {\"title\": \"Neutrogena Ultra Sheer Moisturizing Face Serum with Vitamin E & SPF 60, All Day Facial Sunscreen Serum with Broad Spectrum UVA/UVB Protection, Fragrance-Free, Oxybenzone-Free, 1.7 Fl Oz\", \"asin\": \"B09MV3MHJD\", \"price\": \"$14.88\"},\n {\"title\": \"Neutrogena Ultra Sheer Face Liquid Mineral Sunscreen, Lightweight, Broad Spectrum SPF 70 Facial Sunscreen for Sensitive Skin Leaves a Silky, Non-Greasy Finish, Oxybenzone-Free, 1.4 fl. oz\", \"asin\": \"B0DG2QN9XF\", \"price\": \"$14.88\"},\n {\"title\": \"Skin Centrick Daily Face & Body Sunscreen, SPF 50, Oil Free, Lightweight, Silky, absorbs easilyinto skin without white cast, 2.8 Ounce\", \"asin\": \"B0CNFRRVR6\", \"price\": \"$12.99\"},\n {\"title\": \"DISAAR BEAUTY Sunscreen Lotion SPF 60 PA+++ UVA/UVB UV Protection Antioxidant Moisturizing Skin Nourishing Hydration 50ml / 1.69fl.oz\", \"asin\": \"B0CM7L4LSH\", \"price\": \"$11.98\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 30 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B004D2C5FY\", \"price\": \"$10.88\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:34:22.324Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:22.149Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:05.232Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:06.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:07.419Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:08.514Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:23:45.770Z\", \"action\": \"purchase\", \"action_argument\": \"B00AEN4QZ8, B08L88LZ4V, B001P92FMG, B07HFHWNPH\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:34:12.582Z\", \"action\": \"click_product\", \"action_argument\": \"B001P92FMG\"}\n{\"timestamp\": \"2025-04-22T04:34:22.324Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.39\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$11.57\", \"quantity\": \"3\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.15\", \"quantity\": \"2\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"price\": \"$25.99\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B00AEN4QZ8\"\n},\n {\n \"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\"\n},\n {\n \"price\": \"$9.88\"\n},\n {\n \"bullet_list\": \"Helioplex Technology: Featuring Helioplex sunscreen technology, this oil free sunscreen provides superior broad spectrum protection against skin-aging UVA rays and skin-burning UVB rays Sunscreen SPF 70 Formula: Fast-absorbing beach sunscreen lotion is designed for active families and features a lightweight, oxybenzone-free and PABA-free formula, which helps protect against sun damage during outdoor activities Water Resistant Sunscreen: Beach-strength sunscreen lotion can stand up to any outdoor activity and is water-resistant for up to 80 minutes; apply liberally 15 minutes before sun exposure; reapply at least every 2 hours Reliable Sun Protection: From a dermatologist recommended suncare brand; Beach Defense sunscreen for face and body comes in a lightweight sunscreen lotion formula that dries fast and is easy to apply\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n},\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Style\": \"SPF 70\"\n},\n {\n \"Size\": \"6.7 Fl Oz (Pack of 1)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Clear Face Sunscreen SPF 46, Oil Free Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen\", \"asin\": \"B002MSN3QQ\", \"price\": \"$44.00\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Light As Air Sunscreen Lotion SPF 50 Twin Pack | Lightweight & Non-Greasy Lotion Sunscreen SPF 50, Sunblock, Oxybenzone-Free, 6oz each\", \"asin\": \"B084R1KZ1Z\", \"price\": \"$19.98\", \"quantity\": \"\"},\n {\"title\": \"Aveeno Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ\", \"asin\": \"B08L8C6XCY\", \"price\": \"$14.49\", \"quantity\": \"\"},\n {\"title\": \"Coppertone Every Tone Sunscreen Lotion SPF 50, Lightweight, Rubs on Clear Sunscreen for All Skin Tones, Formulated with Nourishing Vitamin E, 7 Fl Oz Tube\", \"asin\": \"B0BN6QPBB1\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\"},\n {\"title\": \"Neutrogena Beach Defense Spray Sunscreen with Broad Spectrum SPF 70, Fast Absorbing Sunscreen Body Spray Mist, Water-Resistant UVA/UVB Sun Protection, Oxybenzone Free, 6.5 oz\", \"asin\": \"B00ANL8QHA\", \"price\": \"$9.58\"},\n {\"title\": \"Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\"},\n {\"title\": \"Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 30, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B00ANL8PYY\", \"price\": \"$9.09\"},\n {\"title\": \"Neutrogena Sunscreen Lotion Beach Defense SPF 50, 6.7 fl oz, Face and Body Sunscreen, Oil Free, Fast Absorbing, Oxybenzone Free Sun Care\", \"asin\": \"B07YG92FC4\", \"price\": \"$9.88\"},\n {\"title\": \"Hawaiian Tropic Sheer Touch Lotion Sunscreen SPF 70, 8oz | Broad Spectrum, Oxybenzone-Free, Sunblock Lotion, Hawaiian Tropic Sunscreen SPF 70, 8oz\", \"asin\": \"B0BG6DT26R\", \"price\": \"$11.97\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:34:33.526Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-22T04:34:33.526Z
|
click
|
cart_side_bar
|
rule
|
2025-04-22T04:34:33.526Z
|
train
| 37 |
2025-04-22T04:34:33.526Z
|
click
|
cart_side_bar
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-14T21:52:57.792Z", "action": "click_product", "action_argument": "B01L9SD3K0"}
{"timestamp": "2025-04-14T21:55:17.173Z", "action": "click_product", "action_argument": "B0838SMXFZ"}
{"timestamp": "2025-04-22T03:46:35.308Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T03:48:25.825Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:28.616Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:30.240Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:31.498Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T03:48:33.342Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:05:41.640Z", "action": "purchase", "action_argument": "B07HFHWNPH"}
{"timestamp": "2025-04-22T04:08:22.290Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:13:48.979Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:15:08.015Z", "action": "input", "action_argument": "neutrogena beach defense"}
{"timestamp": "2025-04-22T04:15:45.995Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:17:50.869Z", "action": "input", "action_argument": "neutrogena beach defense lotion"}
{"timestamp": "2025-04-22T04:18:01.167Z", "action": "input", "action_argument": "bioderma cleansing oil"}
{"timestamp": "2025-04-22T04:20:05.269Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-22T04:20:26.679Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:20:30.858Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:32.168Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:33.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:34.177Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:20:37.570Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-22T04:21:06.551Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:07.757Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:10.300Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:11.483Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:18.033Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:19.127Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:20.046Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:21:22.149Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:05.232Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:06.459Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:07.419Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:22:08.514Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-22T04:23:45.770Z", "action": "purchase", "action_argument": "B00AEN4QZ8, B08L88LZ4V, B001P92FMG, B07HFHWNPH"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-22T04:34:12.582Z", "action": "click_product", "action_argument": "B001P92FMG"}
{"timestamp": "2025-04-22T04:34:22.324Z", "action": "click", "action_argument": "cart_side_bar"}
<|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": ""
}
],
"cart_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "price": "$9.39", "quantity": "1"},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$11.57", "quantity": "3"},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.15", "quantity": "2"},
{"title": "La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free", "asin": "B07HFHWNPH", "price": "$25.99", "quantity": "1"}
],
"product_details": [
{
"asin": "B00AEN4QZ8"
},
{
"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz"
},
{
"price": "$9.88"
},
{
"bullet_list": "Helioplex Technology: Featuring Helioplex sunscreen technology, this oil free sunscreen provides superior broad spectrum protection against skin-aging UVA rays and skin-burning UVB rays Sunscreen SPF 70 Formula: Fast-absorbing beach sunscreen lotion is designed for active families and features a lightweight, oxybenzone-free and PABA-free formula, which helps protect against sun damage during outdoor activities Water Resistant Sunscreen: Beach-strength sunscreen lotion can stand up to any outdoor activity and is water-resistant for up to 80 minutes; apply liberally 15 minutes before sun exposure; reapply at least every 2 hours Reliable Sun Protection: From a dermatologist recommended suncare brand; Beach Defense sunscreen for face and body comes in a lightweight sunscreen lotion formula that dries fast and is easy to apply"
}
],
"product_quantity": [
{
"quantity": "1"
},
{
"quantity": "1"
}
],
"product_options": [
{
"Style": "SPF 70"
},
{
"Size": "6.7 Fl Oz (Pack of 1)"
}
],
"promotion_items": [
{"title": "Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size", "asin": "B00HNSSV0S", "price": "$9.88", "quantity": ""},
{"title": "Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ", "asin": "B07X1YDGSF", "price": "$9.88", "quantity": ""},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack", "asin": "B004D2DR0Q", "price": "$16.98", "quantity": ""},
{"title": "Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack", "asin": "B002Y26RUO", "price": "$21.76", "quantity": ""},
{"title": "EltaMD UV Clear Face Sunscreen SPF 46, Oil Free Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen", "asin": "B002MSN3QQ", "price": "$44.00", "quantity": ""},
{"title": "Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz", "asin": "B08L88LZ4V", "price": "$12.18", "quantity": ""},
{"title": "Banana Boat Light As Air Sunscreen Lotion SPF 50 Twin Pack | Lightweight & Non-Greasy Lotion Sunscreen SPF 50, Sunblock, Oxybenzone-Free, 6oz each", "asin": "B084R1KZ1Z", "price": "$19.98", "quantity": ""},
{"title": "Aveeno Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ", "asin": "B08L8C6XCY", "price": "$14.49", "quantity": ""},
{"title": "Coppertone Every Tone Sunscreen Lotion SPF 50, Lightweight, Rubs on Clear Sunscreen for All Skin Tones, Formulated with Nourishing Vitamin E, 7 Fl Oz Tube", "asin": "B0BN6QPBB1", "price": "$9.99", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3", "asin": "B076GZX3KL", "price": "$26.64", "quantity": ""},
{"title": "Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size", "asin": "B00HNSSV0S", "price": "$9.88", "quantity": ""},
{"title": "Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face", "asin": "B001P92FMG", "price": "$10.68", "quantity": ""},
{"title": "Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack", "asin": "B004D2DR0Q", "price": "$16.98", "quantity": ""}
],
"comparison_items": [
{"title": "Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz", "asin": "B00AEN4QZ8", "price": "$9.88"},
{"title": "Neutrogena Beach Defense Spray Sunscreen with Broad Spectrum SPF 70, Fast Absorbing Sunscreen Body Spray Mist, Water-Resistant UVA/UVB Sun Protection, Oxybenzone Free, 6.5 oz", "asin": "B00ANL8QHA", "price": "$9.58"},
{"title": "Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ", "asin": "B07X1YDGSF", "price": "$9.88"},
{"title": "Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 30, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ", "asin": "B00ANL8PYY", "price": "$9.09"},
{"title": "Neutrogena Sunscreen Lotion Beach Defense SPF 50, 6.7 fl oz, Face and Body Sunscreen, Oil Free, Fast Absorbing, Oxybenzone Free Sun Care", "asin": "B07YG92FC4", "price": "$9.88"},
{"title": "Hawaiian Tropic Sheer Touch Lotion Sunscreen SPF 70, 8oz | Broad Spectrum, Oxybenzone-Free, Sunblock Lotion, Hawaiian Tropic Sunscreen SPF 70, 8oz", "asin": "B0BG6DT26R", "price": "$11.97"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-22T04:34:33.526Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>cart_side_bar</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>cart_side_bar</answer_argument>",
"index": 37,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-14T21:52:57.792Z\", \"action\": \"click_product\", \"action_argument\": \"B01L9SD3K0\"}\n{\"timestamp\": \"2025-04-14T21:55:17.173Z\", \"action\": \"click_product\", \"action_argument\": \"B0838SMXFZ\"}\n{\"timestamp\": \"2025-04-22T03:46:35.308Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T03:48:25.825Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:28.616Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:30.240Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:31.498Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T03:48:33.342Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:05:41.640Z\", \"action\": \"purchase\", \"action_argument\": \"B07HFHWNPH\"}\n{\"timestamp\": \"2025-04-22T04:08:22.290Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:13:48.979Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:15:08.015Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense\"}\n{\"timestamp\": \"2025-04-22T04:15:45.995Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:17:50.869Z\", \"action\": \"input\", \"action_argument\": \"neutrogena beach defense lotion\"}\n{\"timestamp\": \"2025-04-22T04:18:01.167Z\", \"action\": \"input\", \"action_argument\": \"bioderma cleansing oil\"}\n{\"timestamp\": \"2025-04-22T04:20:05.269Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-22T04:20:26.679Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:20:30.858Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:32.168Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:33.183Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:34.177Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:20:37.570Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-22T04:21:06.551Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:07.757Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:10.300Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:11.483Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:18.033Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:19.127Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:20.046Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:21:22.149Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:05.232Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:06.459Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:07.419Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:22:08.514Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-22T04:23:45.770Z\", \"action\": \"purchase\", \"action_argument\": \"B00AEN4QZ8, B08L88LZ4V, B001P92FMG, B07HFHWNPH\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-22T04:34:12.582Z\", \"action\": \"click_product\", \"action_argument\": \"B001P92FMG\"}\n{\"timestamp\": \"2025-04-22T04:34:22.324Z\", \"action\": \"click\", \"action_argument\": \"cart_side_bar\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.39\", \"quantity\": \"1\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$11.57\", \"quantity\": \"3\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.15\", \"quantity\": \"2\"},\n {\"title\": \"La Roche-Posay Anthelios Melt-In Milk Sunscreen SPF 60, Sunscreen For Body & Face, Broad Spectrum SPF + Antioxidants, Oil Free, Lightweight & Fast Absorbing, Oxybenzone Free\", \"asin\": \"B07HFHWNPH\", \"price\": \"$25.99\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B00AEN4QZ8\"\n},\n {\n \"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\"\n},\n {\n \"price\": \"$9.88\"\n},\n {\n \"bullet_list\": \"Helioplex Technology: Featuring Helioplex sunscreen technology, this oil free sunscreen provides superior broad spectrum protection against skin-aging UVA rays and skin-burning UVB rays Sunscreen SPF 70 Formula: Fast-absorbing beach sunscreen lotion is designed for active families and features a lightweight, oxybenzone-free and PABA-free formula, which helps protect against sun damage during outdoor activities Water Resistant Sunscreen: Beach-strength sunscreen lotion can stand up to any outdoor activity and is water-resistant for up to 80 minutes; apply liberally 15 minutes before sun exposure; reapply at least every 2 hours Reliable Sun Protection: From a dermatologist recommended suncare brand; Beach Defense sunscreen for face and body comes in a lightweight sunscreen lotion formula that dries fast and is easy to apply\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n},\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Style\": \"SPF 70\"\n},\n {\n \"Size\": \"6.7 Fl Oz (Pack of 1)\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Sport Ultra SPF 100 Sunscreen Lotion, 4oz | Banana Boat Sunscreen Lotion SPF 100, 4oz each Twin Pack\", \"asin\": \"B002Y26RUO\", \"price\": \"$21.76\", \"quantity\": \"\"},\n {\"title\": \"EltaMD UV Clear Face Sunscreen SPF 46, Oil Free Sunscreen with Zinc Oxide, Dermatologist Recommended Sunscreen\", \"asin\": \"B002MSN3QQ\", \"price\": \"$44.00\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Clear Face Sunscreen Lotion for Acne-Prone Skin, Broad Spectrum SPF 50 Facial Sunscreen for Oily Skin, Oil-, Fragrance- & Oxybenzone-Free Water Resistant Sunscreen, 3 fl. oz\", \"asin\": \"B08L88LZ4V\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"Banana Boat Light As Air Sunscreen Lotion SPF 50 Twin Pack | Lightweight & Non-Greasy Lotion Sunscreen SPF 50, Sunblock, Oxybenzone-Free, 6oz each\", \"asin\": \"B084R1KZ1Z\", \"price\": \"$19.98\", \"quantity\": \"\"},\n {\"title\": \"Aveeno Protect + Hydrate Sunscreen Moisturizing Face Lotion with Broad Spectrum SPF 60 and Prebiotic Oat, Paraben, Phthalate, Oxybenzone and Oil Free Sunscreen for Sensitive Skin, 2.0 FL OZ\", \"asin\": \"B08L8C6XCY\", \"price\": \"$14.49\", \"quantity\": \"\"},\n {\"title\": \"Coppertone Every Tone Sunscreen Lotion SPF 50, Lightweight, Rubs on Clear Sunscreen for All Skin Tones, Formulated with Nourishing Vitamin E, 7 Fl Oz Tube\", \"asin\": \"B0BN6QPBB1\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Body Mist Sunscreen Spray, Broad Spectrum SPF 70, Lightweight Spray Sunscreen, Non-Greasy & Water Resistant, Oil-Free & Non-Comedogenic UVA/UVB, 5 oz, Pack of 3\", \"asin\": \"B076GZX3KL\", \"price\": \"$26.64\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Beach Defense Sunscreen Stick SPF 50, 1.5 oz, Hands-Free Application, Oxybenzone Free Sunscreen for Face & Body, Water-Resistant Sun Protection, Travel Size\", \"asin\": \"B00HNSSV0S\", \"price\": \"$9.88\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Sport Face Sunscreen SPF 70+, Oil-Free, 2.5 fl oz, Sweat & Water-Resistant, Broad-Spectrum UVA/UVB, Nourish & Restore Skin Balance, Oxybenzone Free Sunscreen For Face\", \"asin\": \"B001P92FMG\", \"price\": \"$10.68\", \"quantity\": \"\"},\n {\"title\": \"Neutrogena Ultra Sheer Dry-Touch Sunscreen For Face & Body, SPF 45 Broad Spectrum UVA/UVB Protection, Lightweight Water Resistant & Non-Greasy, Travel Size Sunscreen, 3 fl. oz 2 pack\", \"asin\": \"B004D2DR0Q\", \"price\": \"$16.98\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"Neutrogena Beach Defense Water Resistant Sunscreen Body Lotion with Broad Spectrum SPF 70, Oil-Free and Fast-Absorbing, 6.7 oz\", \"asin\": \"B00AEN4QZ8\", \"price\": \"$9.88\"},\n {\"title\": \"Neutrogena Beach Defense Spray Sunscreen with Broad Spectrum SPF 70, Fast Absorbing Sunscreen Body Spray Mist, Water-Resistant UVA/UVB Sun Protection, Oxybenzone Free, 6.5 oz\", \"asin\": \"B00ANL8QHA\", \"price\": \"$9.58\"},\n {\"title\": \"Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 50, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B07X1YDGSF\", \"price\": \"$9.88\"},\n {\"title\": \"Neutrogena Beach Defense Body Spray Sunscreen with Broad Spectrum SPF 30, Shields Against UVA and UVB Rays, Water Resistant and Oil Free Sun Protection, Oxybenzone Free and Fast Drying, 6.5 OZ\", \"asin\": \"B00ANL8PYY\", \"price\": \"$9.09\"},\n {\"title\": \"Neutrogena Sunscreen Lotion Beach Defense SPF 50, 6.7 fl oz, Face and Body Sunscreen, Oil Free, Fast Absorbing, Oxybenzone Free Sun Care\", \"asin\": \"B07YG92FC4\", \"price\": \"$9.88\"},\n {\"title\": \"Hawaiian Tropic Sheer Touch Lotion Sunscreen SPF 70, 8oz | Broad Spectrum, Oxybenzone-Free, Sunblock Lotion, Hawaiian Tropic Sunscreen SPF 70, 8oz\", \"asin\": \"B0BG6DT26R\", \"price\": \"$11.97\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-22T04:34:33.526Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics Cotton Swabs, 500 Count\", \"asin\": \"B09541P9WH\", \"price\": \"$2.88\", \"quantity\": \"\"},\n {\"title\": \"Crest 3D White Advanced Luminous Mint Teeth Whitening Toothpaste, Crest Toothpaste, 3.7 oz Pack of 4 - Helps Remove Surface Stains, Whitens Teeth, Strengthens Tooth Enamel, Protects Against Cavities\", \"asin\": \"B09F8FZ18G\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$17.80\", \"quantity\": \"\"},\n {\"title\": \"Dove Body Wash with Pump Deep Moisture for 24hr Lotion-Soft Skin Moisture Moisturizing Skin Cleanser with No Sulfates No Parabens 30.6 oz\", \"asin\": \"B00MEDOY2G\", \"price\": \"$10.97\", \"quantity\": \"\"},\n {\"title\": \"Crest + Scope Whitening Toothpaste - Pack of 3, 5.4 Oz Tubes - Anticavity Fluoride Toothpaste, Fresh Breath, Kills Germs - Tartar Protection, Enamel Protection - Minty Fresh Flavor\", \"asin\": \"B005PLQIQ4\", \"price\": \"$8.99\", \"quantity\": \"\"},\n {\"title\": \"Oral-B Glide Complete Floss Picks, Dental Floss Picks, Scope Outlast, 75-ct, Toothpicks Floss Picks\", \"asin\": \"B00UB7BO16\", \"price\": \"$3.89\", \"quantity\": \"\"},\n {\"title\": \"Welch's Fruit Snacks, Mixed Fruit, Bulk Pack, Individual Single Serve Bags, 0.8 oz (Pack of 40)\", \"asin\": \"B0BWSKYV63\", \"price\": \"$8.48\", \"quantity\": \"\"},\n {\"title\": \"Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz\", \"asin\": \"B0829DGWD5\", \"price\": \"$15.97\", \"quantity\": \"\"},\n {\"title\": \"Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery\", \"asin\": \"B0BNCSW964\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric\", \"asin\": \"B0CB8K9KJ3\", \"price\": \"$9.77\", \"quantity\": \"\"},\n {\"title\": \"TORRAS MiniMag Power Bank, Ultra Slim 5,000mAh Wireless Portable Charger with USB-C Cable, Fast Charging Magnetic Battery Pack, Magsafe-Compatible for iPhone 16/15/14/13/12, Glacier Gray\", \"asin\": \"B0CZP3CDSZ\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks\", \"asin\": \"B09319MZJN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Lid (CG01000-299001)\", \"asin\": \"B084DWG77B\", \"price\": \"$26.95\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Mugwort ginger\"}]},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Printed Keycaps\"}, {\"Color\": \"White\"}]},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"10Packs, 2800Sheets in Total\"}]},\n {\"title\": \"TORRAS MiniMag Power Bank,Ultra-Slim 10,000mAh Magnetic Wireless Portable Charger, 22.5W Fast Charging Battery Pack with USB-C Cable Designed for iPhone 16 Pro Max/16 Pro/16/15/14/13/12, Glacier Gray\", \"asin\": \"B0D8LBCHGN\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"10,000mAh\"}, {\"Color\": \"Glacier Gray\"}]},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Medium\"}, {\"Color\": \"Deep Color\"}]},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Midnight Gray\"}]},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Orange Trio\"}, {\"Size\": \"3 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1.7 Fl Oz / 50 ml\"}]},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Wild Mint & Eucalyptus\"}]},\n {\"title\": \"Repel Umbrella Windproof Travel Umbrellas for Rain - Easy Auto Open Close, Durable & Compact Umbrella, Strong Fiberglass Frame, Waterproof Canopy - Backpack, Purse, Portable Umbrella for Travel\", \"asin\": \"B0160HYB8S\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"A. Black - Travel Umbrella\"}]},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Classic\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free | Old-Fashioned | Whole Grain\", \"asin\": \"B08B2NZSLR\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"rolled oats\"}, {\"Size\": \"2.5 Pound (Pack of 2)\"}]},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"4.2 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"delivery\": \"$15 delivery Apr 10 - 11 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15.5\\\" Neck 32\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"100ml\"}, {\"Color\": \"Lavender\"}]},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"33.8 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"delivery\": \"$79.99 delivery Mon, Apr 14\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Red\"}, {\"Size\": \"26 Inch\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red\", \"asin\": \"B0BBV6FBYH\", \"options\": [{\"Color\": \"Cherry MX Silent Red\"}]},\n {\"title\": \"Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black\", \"asin\": \"B09XS7JWHH\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"One Size\"}, {\"Style\": \"Headphones\"}]},\n {\"title\": \"No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce\", \"asin\": \"B000VOJ9BG\", \"price\": \"$124.95\", \"options\": [{\"Scent\": \"CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM\"}, {\"Size\": \"3.4 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)\", \"asin\": \"B0D3F42G5D\", \"options\": [{\"Item Weight\": \"3.4 Ounces\"}]},\n {\"title\": \"life2O DoubleCheck \\u2713\\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More\", \"asin\": \"B0BRQG9C7Z\", \"price\": \"$15.95\", \"options\": []},\n {\"title\": \"Car Air Freshener by NV Aroma Perfume| Car air freshener with Luxury in Every Diffuser| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip| Car Odor Eliminator with perfumed Oils\", \"asin\": \"B0CRC94B2L\", \"options\": [{\"Scent\": \"Le'Santal (33)\"}]},\n {\"title\": \"Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge\", \"asin\": \"B0CJ9GNP73\", \"options\": []},\n {\"title\": \"MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)\", \"asin\": \"B0CKR5RR2Z\", \"options\": []},\n {\"title\": \"Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary\", \"asin\": \"B07ND3WR64\", \"options\": [{\"Scent\": \"Unscented\"}, {\"Size\": \"42 Count (Pack of 8)\"}]},\n {\"asin\": \"B07ND3WR64\", \"options\": []},\n {\"title\": \"6Ft Power Strip Surge Protector - Yintar Extension Cord with 6 AC Outlets and 3 USB Ports for for Home, Office, Dorm Essentials, 1680 Joules, ETL Listed, (Black)\", \"asin\": \"B08MTBCXWX\", \"options\": [{\"Size\": \"6 Outlets\"}, {\"Color\": \"Black\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T19:02:57.880Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-05T19:02:57.880Z
|
click
|
cart_page_select
|
rule
|
2025-04-05T19:02:57.880Z
|
train
| 38 |
2025-04-05T19:02:57.880Z
|
click
|
cart_page_select
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
<|memory_end|>
<|action_start|>
<|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": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""},
{"title": "Amazon Basics Cotton Swabs, 500 Count", "asin": "B09541P9WH", "price": "$2.88", "quantity": ""},
{"title": "Crest 3D White Advanced Luminous Mint Teeth Whitening Toothpaste, Crest Toothpaste, 3.7 oz Pack of 4 - Helps Remove Surface Stains, Whitens Teeth, Strengthens Tooth Enamel, Protects Against Cavities", "asin": "B09F8FZ18G", "price": "$14.83", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$17.80", "quantity": ""},
{"title": "Dove Body Wash with Pump Deep Moisture for 24hr Lotion-Soft Skin Moisture Moisturizing Skin Cleanser with No Sulfates No Parabens 30.6 oz", "asin": "B00MEDOY2G", "price": "$10.97", "quantity": ""},
{"title": "Crest + Scope Whitening Toothpaste - Pack of 3, 5.4 Oz Tubes - Anticavity Fluoride Toothpaste, Fresh Breath, Kills Germs - Tartar Protection, Enamel Protection - Minty Fresh Flavor", "asin": "B005PLQIQ4", "price": "$8.99", "quantity": ""},
{"title": "Oral-B Glide Complete Floss Picks, Dental Floss Picks, Scope Outlast, 75-ct, Toothpicks Floss Picks", "asin": "B00UB7BO16", "price": "$3.89", "quantity": ""},
{"title": "Welch's Fruit Snacks, Mixed Fruit, Bulk Pack, Individual Single Serve Bags, 0.8 oz (Pack of 40)", "asin": "B0BWSKYV63", "price": "$8.48", "quantity": ""},
{"title": "Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz", "asin": "B0829DGWD5", "price": "$15.97", "quantity": ""},
{"title": "Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery", "asin": "B0BNCSW964", "price": "$16.98", "quantity": ""},
{"title": "Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric", "asin": "B0CB8K9KJ3", "price": "$9.77", "quantity": ""},
{"title": "TORRAS MiniMag Power Bank, Ultra Slim 5,000mAh Wireless Portable Charger with USB-C Cable, Fast Charging Magnetic Battery Pack, Magsafe-Compatible for iPhone 16/15/14/13/12, Glacier Gray", "asin": "B0CZP3CDSZ", "price": "$39.99", "quantity": ""},
{"title": "Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks", "asin": "B09319MZJN", "price": "$9.99", "quantity": ""},
{"title": "HHKB - Happy Hacking Keyboard Lid (CG01000-299001)", "asin": "B084DWG77B", "price": "$26.95", "quantity": ""}
],
"active_items": [
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Mugwort ginger"}]},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "delivery": "Two-Day FREE delivery Mon, Apr 7 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "delivery": "Two-Day FREE delivery Mon, Apr 7 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Printed Keycaps"}, {"Color": "White"}]},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "delivery": "One-Day FREE delivery Tomorrow, Apr 6 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "10Packs, 2800Sheets in Total"}]},
{"title": "TORRAS MiniMag Power Bank,Ultra-Slim 10,000mAh Magnetic Wireless Portable Charger, 22.5W Fast Charging Battery Pack with USB-C Cable Designed for iPhone 16 Pro Max/16 Pro/16/15/14/13/12, Glacier Gray", "asin": "B0D8LBCHGN", "delivery": "Two-Day FREE delivery Mon, Apr 7 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "10,000mAh"}, {"Color": "Glacier Gray"}]},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Medium"}, {"Color": "Deep Color"}]},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "delivery": "One-Day FREE delivery Tomorrow, Apr 6 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Midnight Gray"}]},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "delivery": "One-Day FREE delivery Tomorrow, Apr 6 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Orange Trio"}, {"Size": "3 Fl Oz (Pack of 1)"}]},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "delivery": "FREE delivery Tue, Apr 8 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1.7 Fl Oz / 50 ml"}]},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "delivery": "One-Day FREE delivery Tomorrow, Apr 6 FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Wild Mint & Eucalyptus"}]},
{"title": "Repel Umbrella Windproof Travel Umbrellas for Rain - Easy Auto Open Close, Durable & Compact Umbrella, Strong Fiberglass Frame, Waterproof Canopy - Backpack, Purse, Portable Umbrella for Travel", "asin": "B0160HYB8S", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "A. Black - Travel Umbrella"}]},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "delivery": "One-Day FREE delivery Tomorrow, Apr 6", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Classic"}, {"Size": "40 Count (Pack of 1)"}]},
{"title": "Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free | Old-Fashioned | Whole Grain", "asin": "B08B2NZSLR", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items", "quantity": "1", "selected": false, "options": [{"Flavor Name": "rolled oats"}, {"Size": "2.5 Pound (Pack of 2)"}]},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "delivery": "FREE delivery Tue, Apr 8 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "delivery": "FREE delivery Tue, Apr 8 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "4.2 Fl Oz (Pack of 1)"}]},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "delivery": "FREE delivery Tue, Apr 8 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15\"-15.5\" Neck 32\"-33\" Sleeve"}, {"Color": "White"}]},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "delivery": "$15 delivery Apr 10 - 11 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15.5\" Neck 32\" Sleeve"}, {"Color": "White"}]},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "100ml"}, {"Color": "Lavender"}]},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "33.8 Fl Oz (Pack of 1)"}]},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "delivery": "$79.99 delivery Mon, Apr 14", "quantity": "1", "selected": false, "options": [{"Color": "Red"}, {"Size": "26 Inch"}]}
],
"saved_items": [
{"title": "FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red", "asin": "B0BBV6FBYH", "options": [{"Color": "Cherry MX Silent Red"}]},
{"title": "Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black", "asin": "B09XS7JWHH", "options": [{"Color": "Black"}, {"Size": "One Size"}, {"Style": "Headphones"}]},
{"title": "No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce", "asin": "B000VOJ9BG", "price": "$124.95", "options": [{"Scent": "CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM"}, {"Size": "3.4 Fl Oz (Pack of 1)"}]},
{"title": "ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)", "asin": "B0D3F42G5D", "options": [{"Item Weight": "3.4 Ounces"}]},
{"title": "life2O DoubleCheck \u2713\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More", "asin": "B0BRQG9C7Z", "price": "$15.95", "options": []},
{"title": "Car Air Freshener by NV Aroma Perfume| Car air freshener with Luxury in Every Diffuser| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip| Car Odor Eliminator with perfumed Oils", "asin": "B0CRC94B2L", "options": [{"Scent": "Le'Santal (33)"}]},
{"title": "Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge", "asin": "B0CJ9GNP73", "options": []},
{"title": "MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)", "asin": "B0CKR5RR2Z", "options": []},
{"title": "Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary", "asin": "B07ND3WR64", "options": [{"Scent": "Unscented"}, {"Size": "42 Count (Pack of 8)"}]},
{"asin": "B07ND3WR64", "options": []},
{"title": "6Ft Power Strip Surge Protector - Yintar Extension Cord with 6 AC Outlets and 3 USB Ports for for Home, Office, Dorm Essentials, 1680 Joules, ETL Listed, (Black)", "asin": "B08MTBCXWX", "options": [{"Size": "6 Outlets"}, {"Color": "Black"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-05T19:02:57.880Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>",
"index": 38,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics Cotton Swabs, 500 Count\", \"asin\": \"B09541P9WH\", \"price\": \"$2.88\", \"quantity\": \"\"},\n {\"title\": \"Crest 3D White Advanced Luminous Mint Teeth Whitening Toothpaste, Crest Toothpaste, 3.7 oz Pack of 4 - Helps Remove Surface Stains, Whitens Teeth, Strengthens Tooth Enamel, Protects Against Cavities\", \"asin\": \"B09F8FZ18G\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$17.80\", \"quantity\": \"\"},\n {\"title\": \"Dove Body Wash with Pump Deep Moisture for 24hr Lotion-Soft Skin Moisture Moisturizing Skin Cleanser with No Sulfates No Parabens 30.6 oz\", \"asin\": \"B00MEDOY2G\", \"price\": \"$10.97\", \"quantity\": \"\"},\n {\"title\": \"Crest + Scope Whitening Toothpaste - Pack of 3, 5.4 Oz Tubes - Anticavity Fluoride Toothpaste, Fresh Breath, Kills Germs - Tartar Protection, Enamel Protection - Minty Fresh Flavor\", \"asin\": \"B005PLQIQ4\", \"price\": \"$8.99\", \"quantity\": \"\"},\n {\"title\": \"Oral-B Glide Complete Floss Picks, Dental Floss Picks, Scope Outlast, 75-ct, Toothpicks Floss Picks\", \"asin\": \"B00UB7BO16\", \"price\": \"$3.89\", \"quantity\": \"\"},\n {\"title\": \"Welch's Fruit Snacks, Mixed Fruit, Bulk Pack, Individual Single Serve Bags, 0.8 oz (Pack of 40)\", \"asin\": \"B0BWSKYV63\", \"price\": \"$8.48\", \"quantity\": \"\"},\n {\"title\": \"Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz\", \"asin\": \"B0829DGWD5\", \"price\": \"$15.97\", \"quantity\": \"\"},\n {\"title\": \"Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery\", \"asin\": \"B0BNCSW964\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric\", \"asin\": \"B0CB8K9KJ3\", \"price\": \"$9.77\", \"quantity\": \"\"},\n {\"title\": \"TORRAS MiniMag Power Bank, Ultra Slim 5,000mAh Wireless Portable Charger with USB-C Cable, Fast Charging Magnetic Battery Pack, Magsafe-Compatible for iPhone 16/15/14/13/12, Glacier Gray\", \"asin\": \"B0CZP3CDSZ\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks\", \"asin\": \"B09319MZJN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Lid (CG01000-299001)\", \"asin\": \"B084DWG77B\", \"price\": \"$26.95\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Mugwort ginger\"}]},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Printed Keycaps\"}, {\"Color\": \"White\"}]},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"10Packs, 2800Sheets in Total\"}]},\n {\"title\": \"TORRAS MiniMag Power Bank,Ultra-Slim 10,000mAh Magnetic Wireless Portable Charger, 22.5W Fast Charging Battery Pack with USB-C Cable Designed for iPhone 16 Pro Max/16 Pro/16/15/14/13/12, Glacier Gray\", \"asin\": \"B0D8LBCHGN\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"10,000mAh\"}, {\"Color\": \"Glacier Gray\"}]},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Medium\"}, {\"Color\": \"Deep Color\"}]},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Midnight Gray\"}]},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Orange Trio\"}, {\"Size\": \"3 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1.7 Fl Oz / 50 ml\"}]},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Wild Mint & Eucalyptus\"}]},\n {\"title\": \"Repel Umbrella Windproof Travel Umbrellas for Rain - Easy Auto Open Close, Durable & Compact Umbrella, Strong Fiberglass Frame, Waterproof Canopy - Backpack, Purse, Portable Umbrella for Travel\", \"asin\": \"B0160HYB8S\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"A. Black - Travel Umbrella\"}]},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Classic\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free | Old-Fashioned | Whole Grain\", \"asin\": \"B08B2NZSLR\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"rolled oats\"}, {\"Size\": \"2.5 Pound (Pack of 2)\"}]},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"4.2 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"delivery\": \"$15 delivery Apr 10 - 11 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15.5\\\" Neck 32\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"100ml\"}, {\"Color\": \"Lavender\"}]},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"33.8 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"delivery\": \"$79.99 delivery Mon, Apr 14\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Red\"}, {\"Size\": \"26 Inch\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red\", \"asin\": \"B0BBV6FBYH\", \"options\": [{\"Color\": \"Cherry MX Silent Red\"}]},\n {\"title\": \"Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black\", \"asin\": \"B09XS7JWHH\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"One Size\"}, {\"Style\": \"Headphones\"}]},\n {\"title\": \"No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce\", \"asin\": \"B000VOJ9BG\", \"price\": \"$124.95\", \"options\": [{\"Scent\": \"CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM\"}, {\"Size\": \"3.4 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)\", \"asin\": \"B0D3F42G5D\", \"options\": [{\"Item Weight\": \"3.4 Ounces\"}]},\n {\"title\": \"life2O DoubleCheck \\u2713\\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More\", \"asin\": \"B0BRQG9C7Z\", \"price\": \"$15.95\", \"options\": []},\n {\"title\": \"Car Air Freshener by NV Aroma Perfume| Car air freshener with Luxury in Every Diffuser| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip| Car Odor Eliminator with perfumed Oils\", \"asin\": \"B0CRC94B2L\", \"options\": [{\"Scent\": \"Le'Santal (33)\"}]},\n {\"title\": \"Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge\", \"asin\": \"B0CJ9GNP73\", \"options\": []},\n {\"title\": \"MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)\", \"asin\": \"B0CKR5RR2Z\", \"options\": []},\n {\"title\": \"Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary\", \"asin\": \"B07ND3WR64\", \"options\": [{\"Scent\": \"Unscented\"}, {\"Size\": \"42 Count (Pack of 8)\"}]},\n {\"asin\": \"B07ND3WR64\", \"options\": []},\n {\"title\": \"6Ft Power Strip Surge Protector - Yintar Extension Cord with 6 AC Outlets and 3 USB Ports for for Home, Office, Dorm Essentials, 1680 Joules, ETL Listed, (Black)\", \"asin\": \"B08MTBCXWX\", \"options\": [{\"Size\": \"6 Outlets\"}, {\"Color\": \"Black\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T19:02:57.880Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics Cotton Swabs, 500 Count\", \"asin\": \"B09541P9WH\", \"price\": \"$2.88\", \"quantity\": \"\"},\n {\"title\": \"Crest 3D White Advanced Luminous Mint Teeth Whitening Toothpaste, Crest Toothpaste, 3.7 oz Pack of 4 - Helps Remove Surface Stains, Whitens Teeth, Strengthens Tooth Enamel, Protects Against Cavities\", \"asin\": \"B09F8FZ18G\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$17.80\", \"quantity\": \"\"},\n {\"title\": \"Dove Body Wash with Pump Deep Moisture for 24hr Lotion-Soft Skin Moisture Moisturizing Skin Cleanser with No Sulfates No Parabens 30.6 oz\", \"asin\": \"B00MEDOY2G\", \"price\": \"$10.97\", \"quantity\": \"\"},\n {\"title\": \"Crest + Scope Whitening Toothpaste - Pack of 3, 5.4 Oz Tubes - Anticavity Fluoride Toothpaste, Fresh Breath, Kills Germs - Tartar Protection, Enamel Protection - Minty Fresh Flavor\", \"asin\": \"B005PLQIQ4\", \"price\": \"$8.99\", \"quantity\": \"\"},\n {\"title\": \"Oral-B Glide Complete Floss Picks, Dental Floss Picks, Scope Outlast, 75-ct, Toothpicks Floss Picks\", \"asin\": \"B00UB7BO16\", \"price\": \"$3.89\", \"quantity\": \"\"},\n {\"title\": \"Welch's Fruit Snacks, Mixed Fruit, Bulk Pack, Individual Single Serve Bags, 0.8 oz (Pack of 40)\", \"asin\": \"B0BWSKYV63\", \"price\": \"$8.48\", \"quantity\": \"\"},\n {\"title\": \"Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz\", \"asin\": \"B0829DGWD5\", \"price\": \"$15.97\", \"quantity\": \"\"},\n {\"title\": \"Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery\", \"asin\": \"B0BNCSW964\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric\", \"asin\": \"B0CB8K9KJ3\", \"price\": \"$9.77\", \"quantity\": \"\"},\n {\"title\": \"TORRAS MiniMag Power Bank, Ultra Slim 5,000mAh Wireless Portable Charger with USB-C Cable, Fast Charging Magnetic Battery Pack, Magsafe-Compatible for iPhone 16/15/14/13/12, Glacier Gray\", \"asin\": \"B0CZP3CDSZ\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks\", \"asin\": \"B09319MZJN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Lid (CG01000-299001)\", \"asin\": \"B084DWG77B\", \"price\": \"$26.95\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Mugwort ginger\"}]},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Printed Keycaps\"}, {\"Color\": \"White\"}]},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"10Packs, 2800Sheets in Total\"}]},\n {\"title\": \"TORRAS MiniMag Power Bank,Ultra-Slim 10,000mAh Magnetic Wireless Portable Charger, 22.5W Fast Charging Battery Pack with USB-C Cable Designed for iPhone 16 Pro Max/16 Pro/16/15/14/13/12, Glacier Gray\", \"asin\": \"B0D8LBCHGN\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"10,000mAh\"}, {\"Color\": \"Glacier Gray\"}]},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Medium\"}, {\"Color\": \"Deep Color\"}]},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Midnight Gray\"}]},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Orange Trio\"}, {\"Size\": \"3 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1.7 Fl Oz / 50 ml\"}]},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Wild Mint & Eucalyptus\"}]},\n {\"title\": \"Repel Umbrella Windproof Travel Umbrellas for Rain - Easy Auto Open Close, Durable & Compact Umbrella, Strong Fiberglass Frame, Waterproof Canopy - Backpack, Purse, Portable Umbrella for Travel\", \"asin\": \"B0160HYB8S\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"A. Black - Travel Umbrella\"}]},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Classic\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free | Old-Fashioned | Whole Grain\", \"asin\": \"B08B2NZSLR\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"rolled oats\"}, {\"Size\": \"2.5 Pound (Pack of 2)\"}]},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"4.2 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"delivery\": \"$15 delivery Apr 10 - 11 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15.5\\\" Neck 32\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"100ml\"}, {\"Color\": \"Lavender\"}]},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"33.8 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"delivery\": \"$79.99 delivery Mon, Apr 14\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Red\"}, {\"Size\": \"26 Inch\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red\", \"asin\": \"B0BBV6FBYH\", \"options\": [{\"Color\": \"Cherry MX Silent Red\"}]},\n {\"title\": \"Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black\", \"asin\": \"B09XS7JWHH\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"One Size\"}, {\"Style\": \"Headphones\"}]},\n {\"title\": \"No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce\", \"asin\": \"B000VOJ9BG\", \"price\": \"$124.95\", \"options\": [{\"Scent\": \"CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM\"}, {\"Size\": \"3.4 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)\", \"asin\": \"B0D3F42G5D\", \"options\": [{\"Item Weight\": \"3.4 Ounces\"}]},\n {\"title\": \"life2O DoubleCheck \\u2713\\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More\", \"asin\": \"B0BRQG9C7Z\", \"price\": \"$15.95\", \"options\": []},\n {\"title\": \"Car Air Freshener by NV Aroma Perfume| Car air freshener with Luxury in Every Diffuser| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip| Car Odor Eliminator with perfumed Oils\", \"asin\": \"B0CRC94B2L\", \"options\": [{\"Scent\": \"Le'Santal (33)\"}]},\n {\"title\": \"Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge\", \"asin\": \"B0CJ9GNP73\", \"options\": []},\n {\"title\": \"MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)\", \"asin\": \"B0CKR5RR2Z\", \"options\": []},\n {\"title\": \"Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary\", \"asin\": \"B07ND3WR64\", \"options\": [{\"Scent\": \"Unscented\"}, {\"Size\": \"42 Count (Pack of 8)\"}]},\n {\"asin\": \"B07ND3WR64\", \"options\": []},\n {\"title\": \"6Ft Power Strip Surge Protector - Yintar Extension Cord with 6 AC Outlets and 3 USB Ports for for Home, Office, Dorm Essentials, 1680 Joules, ETL Listed, (Black)\", \"asin\": \"B08MTBCXWX\", \"options\": [{\"Size\": \"6 Outlets\"}, {\"Color\": \"Black\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T19:02:57.917Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-05T19:02:57.917Z
|
click
|
cart_page_select
|
rule
|
2025-04-05T19:02:57.917Z
|
train
| 39 |
2025-04-05T19:02:57.917Z
|
click
|
cart_page_select
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-05T19:02:57.880Z", "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": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""},
{"title": "Amazon Basics Cotton Swabs, 500 Count", "asin": "B09541P9WH", "price": "$2.88", "quantity": ""},
{"title": "Crest 3D White Advanced Luminous Mint Teeth Whitening Toothpaste, Crest Toothpaste, 3.7 oz Pack of 4 - Helps Remove Surface Stains, Whitens Teeth, Strengthens Tooth Enamel, Protects Against Cavities", "asin": "B09F8FZ18G", "price": "$14.83", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$17.80", "quantity": ""},
{"title": "Dove Body Wash with Pump Deep Moisture for 24hr Lotion-Soft Skin Moisture Moisturizing Skin Cleanser with No Sulfates No Parabens 30.6 oz", "asin": "B00MEDOY2G", "price": "$10.97", "quantity": ""},
{"title": "Crest + Scope Whitening Toothpaste - Pack of 3, 5.4 Oz Tubes - Anticavity Fluoride Toothpaste, Fresh Breath, Kills Germs - Tartar Protection, Enamel Protection - Minty Fresh Flavor", "asin": "B005PLQIQ4", "price": "$8.99", "quantity": ""},
{"title": "Oral-B Glide Complete Floss Picks, Dental Floss Picks, Scope Outlast, 75-ct, Toothpicks Floss Picks", "asin": "B00UB7BO16", "price": "$3.89", "quantity": ""},
{"title": "Welch's Fruit Snacks, Mixed Fruit, Bulk Pack, Individual Single Serve Bags, 0.8 oz (Pack of 40)", "asin": "B0BWSKYV63", "price": "$8.48", "quantity": ""},
{"title": "Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz", "asin": "B0829DGWD5", "price": "$15.97", "quantity": ""},
{"title": "Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery", "asin": "B0BNCSW964", "price": "$16.98", "quantity": ""},
{"title": "Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric", "asin": "B0CB8K9KJ3", "price": "$9.77", "quantity": ""},
{"title": "TORRAS MiniMag Power Bank, Ultra Slim 5,000mAh Wireless Portable Charger with USB-C Cable, Fast Charging Magnetic Battery Pack, Magsafe-Compatible for iPhone 16/15/14/13/12, Glacier Gray", "asin": "B0CZP3CDSZ", "price": "$39.99", "quantity": ""},
{"title": "Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks", "asin": "B09319MZJN", "price": "$9.99", "quantity": ""},
{"title": "HHKB - Happy Hacking Keyboard Lid (CG01000-299001)", "asin": "B084DWG77B", "price": "$26.95", "quantity": ""}
],
"active_items": [
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Mugwort ginger"}]},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "delivery": "Two-Day FREE delivery Mon, Apr 7 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "delivery": "Two-Day FREE delivery Mon, Apr 7 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Printed Keycaps"}, {"Color": "White"}]},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "delivery": "One-Day FREE delivery Tomorrow, Apr 6 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "10Packs, 2800Sheets in Total"}]},
{"title": "TORRAS MiniMag Power Bank,Ultra-Slim 10,000mAh Magnetic Wireless Portable Charger, 22.5W Fast Charging Battery Pack with USB-C Cable Designed for iPhone 16 Pro Max/16 Pro/16/15/14/13/12, Glacier Gray", "asin": "B0D8LBCHGN", "delivery": "Two-Day FREE delivery Mon, Apr 7 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "10,000mAh"}, {"Color": "Glacier Gray"}]},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Medium"}, {"Color": "Deep Color"}]},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "delivery": "One-Day FREE delivery Tomorrow, Apr 6 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Midnight Gray"}]},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "delivery": "One-Day FREE delivery Tomorrow, Apr 6 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Orange Trio"}, {"Size": "3 Fl Oz (Pack of 1)"}]},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "delivery": "FREE delivery Tue, Apr 8 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1.7 Fl Oz / 50 ml"}]},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "delivery": "One-Day FREE delivery Tomorrow, Apr 6 FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Wild Mint & Eucalyptus"}]},
{"title": "Repel Umbrella Windproof Travel Umbrellas for Rain - Easy Auto Open Close, Durable & Compact Umbrella, Strong Fiberglass Frame, Waterproof Canopy - Backpack, Purse, Portable Umbrella for Travel", "asin": "B0160HYB8S", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "A. Black - Travel Umbrella"}]},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "delivery": "One-Day FREE delivery Tomorrow, Apr 6", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Classic"}, {"Size": "40 Count (Pack of 1)"}]},
{"title": "Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free | Old-Fashioned | Whole Grain", "asin": "B08B2NZSLR", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items", "quantity": "1", "selected": false, "options": [{"Flavor Name": "rolled oats"}, {"Size": "2.5 Pound (Pack of 2)"}]},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "delivery": "FREE delivery Tue, Apr 8 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "delivery": "FREE delivery Tue, Apr 8 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "4.2 Fl Oz (Pack of 1)"}]},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "delivery": "FREE delivery Tue, Apr 8 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15\"-15.5\" Neck 32\"-33\" Sleeve"}, {"Color": "White"}]},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "delivery": "$15 delivery Apr 10 - 11 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15.5\" Neck 32\" Sleeve"}, {"Color": "White"}]},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "100ml"}, {"Color": "Lavender"}]},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "33.8 Fl Oz (Pack of 1)"}]},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "delivery": "$79.99 delivery Mon, Apr 14", "quantity": "1", "selected": false, "options": [{"Color": "Red"}, {"Size": "26 Inch"}]}
],
"saved_items": [
{"title": "FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red", "asin": "B0BBV6FBYH", "options": [{"Color": "Cherry MX Silent Red"}]},
{"title": "Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black", "asin": "B09XS7JWHH", "options": [{"Color": "Black"}, {"Size": "One Size"}, {"Style": "Headphones"}]},
{"title": "No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce", "asin": "B000VOJ9BG", "price": "$124.95", "options": [{"Scent": "CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM"}, {"Size": "3.4 Fl Oz (Pack of 1)"}]},
{"title": "ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)", "asin": "B0D3F42G5D", "options": [{"Item Weight": "3.4 Ounces"}]},
{"title": "life2O DoubleCheck \u2713\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More", "asin": "B0BRQG9C7Z", "price": "$15.95", "options": []},
{"title": "Car Air Freshener by NV Aroma Perfume| Car air freshener with Luxury in Every Diffuser| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip| Car Odor Eliminator with perfumed Oils", "asin": "B0CRC94B2L", "options": [{"Scent": "Le'Santal (33)"}]},
{"title": "Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge", "asin": "B0CJ9GNP73", "options": []},
{"title": "MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)", "asin": "B0CKR5RR2Z", "options": []},
{"title": "Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary", "asin": "B07ND3WR64", "options": [{"Scent": "Unscented"}, {"Size": "42 Count (Pack of 8)"}]},
{"asin": "B07ND3WR64", "options": []},
{"title": "6Ft Power Strip Surge Protector - Yintar Extension Cord with 6 AC Outlets and 3 USB Ports for for Home, Office, Dorm Essentials, 1680 Joules, ETL Listed, (Black)", "asin": "B08MTBCXWX", "options": [{"Size": "6 Outlets"}, {"Color": "Black"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-05T19:02:57.917Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>",
"index": 39,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics Cotton Swabs, 500 Count\", \"asin\": \"B09541P9WH\", \"price\": \"$2.88\", \"quantity\": \"\"},\n {\"title\": \"Crest 3D White Advanced Luminous Mint Teeth Whitening Toothpaste, Crest Toothpaste, 3.7 oz Pack of 4 - Helps Remove Surface Stains, Whitens Teeth, Strengthens Tooth Enamel, Protects Against Cavities\", \"asin\": \"B09F8FZ18G\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$17.80\", \"quantity\": \"\"},\n {\"title\": \"Dove Body Wash with Pump Deep Moisture for 24hr Lotion-Soft Skin Moisture Moisturizing Skin Cleanser with No Sulfates No Parabens 30.6 oz\", \"asin\": \"B00MEDOY2G\", \"price\": \"$10.97\", \"quantity\": \"\"},\n {\"title\": \"Crest + Scope Whitening Toothpaste - Pack of 3, 5.4 Oz Tubes - Anticavity Fluoride Toothpaste, Fresh Breath, Kills Germs - Tartar Protection, Enamel Protection - Minty Fresh Flavor\", \"asin\": \"B005PLQIQ4\", \"price\": \"$8.99\", \"quantity\": \"\"},\n {\"title\": \"Oral-B Glide Complete Floss Picks, Dental Floss Picks, Scope Outlast, 75-ct, Toothpicks Floss Picks\", \"asin\": \"B00UB7BO16\", \"price\": \"$3.89\", \"quantity\": \"\"},\n {\"title\": \"Welch's Fruit Snacks, Mixed Fruit, Bulk Pack, Individual Single Serve Bags, 0.8 oz (Pack of 40)\", \"asin\": \"B0BWSKYV63\", \"price\": \"$8.48\", \"quantity\": \"\"},\n {\"title\": \"Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz\", \"asin\": \"B0829DGWD5\", \"price\": \"$15.97\", \"quantity\": \"\"},\n {\"title\": \"Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery\", \"asin\": \"B0BNCSW964\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric\", \"asin\": \"B0CB8K9KJ3\", \"price\": \"$9.77\", \"quantity\": \"\"},\n {\"title\": \"TORRAS MiniMag Power Bank, Ultra Slim 5,000mAh Wireless Portable Charger with USB-C Cable, Fast Charging Magnetic Battery Pack, Magsafe-Compatible for iPhone 16/15/14/13/12, Glacier Gray\", \"asin\": \"B0CZP3CDSZ\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks\", \"asin\": \"B09319MZJN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Lid (CG01000-299001)\", \"asin\": \"B084DWG77B\", \"price\": \"$26.95\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Mugwort ginger\"}]},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Printed Keycaps\"}, {\"Color\": \"White\"}]},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"10Packs, 2800Sheets in Total\"}]},\n {\"title\": \"TORRAS MiniMag Power Bank,Ultra-Slim 10,000mAh Magnetic Wireless Portable Charger, 22.5W Fast Charging Battery Pack with USB-C Cable Designed for iPhone 16 Pro Max/16 Pro/16/15/14/13/12, Glacier Gray\", \"asin\": \"B0D8LBCHGN\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"10,000mAh\"}, {\"Color\": \"Glacier Gray\"}]},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Medium\"}, {\"Color\": \"Deep Color\"}]},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Midnight Gray\"}]},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Orange Trio\"}, {\"Size\": \"3 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1.7 Fl Oz / 50 ml\"}]},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Wild Mint & Eucalyptus\"}]},\n {\"title\": \"Repel Umbrella Windproof Travel Umbrellas for Rain - Easy Auto Open Close, Durable & Compact Umbrella, Strong Fiberglass Frame, Waterproof Canopy - Backpack, Purse, Portable Umbrella for Travel\", \"asin\": \"B0160HYB8S\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"A. Black - Travel Umbrella\"}]},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Classic\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free | Old-Fashioned | Whole Grain\", \"asin\": \"B08B2NZSLR\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"rolled oats\"}, {\"Size\": \"2.5 Pound (Pack of 2)\"}]},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"4.2 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"delivery\": \"$15 delivery Apr 10 - 11 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15.5\\\" Neck 32\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"100ml\"}, {\"Color\": \"Lavender\"}]},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"33.8 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"delivery\": \"$79.99 delivery Mon, Apr 14\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Red\"}, {\"Size\": \"26 Inch\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red\", \"asin\": \"B0BBV6FBYH\", \"options\": [{\"Color\": \"Cherry MX Silent Red\"}]},\n {\"title\": \"Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black\", \"asin\": \"B09XS7JWHH\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"One Size\"}, {\"Style\": \"Headphones\"}]},\n {\"title\": \"No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce\", \"asin\": \"B000VOJ9BG\", \"price\": \"$124.95\", \"options\": [{\"Scent\": \"CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM\"}, {\"Size\": \"3.4 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)\", \"asin\": \"B0D3F42G5D\", \"options\": [{\"Item Weight\": \"3.4 Ounces\"}]},\n {\"title\": \"life2O DoubleCheck \\u2713\\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More\", \"asin\": \"B0BRQG9C7Z\", \"price\": \"$15.95\", \"options\": []},\n {\"title\": \"Car Air Freshener by NV Aroma Perfume| Car air freshener with Luxury in Every Diffuser| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip| Car Odor Eliminator with perfumed Oils\", \"asin\": \"B0CRC94B2L\", \"options\": [{\"Scent\": \"Le'Santal (33)\"}]},\n {\"title\": \"Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge\", \"asin\": \"B0CJ9GNP73\", \"options\": []},\n {\"title\": \"MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)\", \"asin\": \"B0CKR5RR2Z\", \"options\": []},\n {\"title\": \"Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary\", \"asin\": \"B07ND3WR64\", \"options\": [{\"Scent\": \"Unscented\"}, {\"Size\": \"42 Count (Pack of 8)\"}]},\n {\"asin\": \"B07ND3WR64\", \"options\": []},\n {\"title\": \"6Ft Power Strip Surge Protector - Yintar Extension Cord with 6 AC Outlets and 3 USB Ports for for Home, Office, Dorm Essentials, 1680 Joules, ETL Listed, (Black)\", \"asin\": \"B08MTBCXWX\", \"options\": [{\"Size\": \"6 Outlets\"}, {\"Color\": \"Black\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T19:02:57.917Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics Cotton Swabs, 500 Count\", \"asin\": \"B09541P9WH\", \"price\": \"$2.88\", \"quantity\": \"\"},\n {\"title\": \"Crest 3D White Advanced Luminous Mint Teeth Whitening Toothpaste, Crest Toothpaste, 3.7 oz Pack of 4 - Helps Remove Surface Stains, Whitens Teeth, Strengthens Tooth Enamel, Protects Against Cavities\", \"asin\": \"B09F8FZ18G\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$17.80\", \"quantity\": \"\"},\n {\"title\": \"Dove Body Wash with Pump Deep Moisture for 24hr Lotion-Soft Skin Moisture Moisturizing Skin Cleanser with No Sulfates No Parabens 30.6 oz\", \"asin\": \"B00MEDOY2G\", \"price\": \"$10.97\", \"quantity\": \"\"},\n {\"title\": \"Crest + Scope Whitening Toothpaste - Pack of 3, 5.4 Oz Tubes - Anticavity Fluoride Toothpaste, Fresh Breath, Kills Germs - Tartar Protection, Enamel Protection - Minty Fresh Flavor\", \"asin\": \"B005PLQIQ4\", \"price\": \"$8.99\", \"quantity\": \"\"},\n {\"title\": \"Oral-B Glide Complete Floss Picks, Dental Floss Picks, Scope Outlast, 75-ct, Toothpicks Floss Picks\", \"asin\": \"B00UB7BO16\", \"price\": \"$3.89\", \"quantity\": \"\"},\n {\"title\": \"Welch's Fruit Snacks, Mixed Fruit, Bulk Pack, Individual Single Serve Bags, 0.8 oz (Pack of 40)\", \"asin\": \"B0BWSKYV63\", \"price\": \"$8.48\", \"quantity\": \"\"},\n {\"title\": \"Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz\", \"asin\": \"B0829DGWD5\", \"price\": \"$15.97\", \"quantity\": \"\"},\n {\"title\": \"Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery\", \"asin\": \"B0BNCSW964\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric\", \"asin\": \"B0CB8K9KJ3\", \"price\": \"$9.77\", \"quantity\": \"\"},\n {\"title\": \"TORRAS MiniMag Power Bank, Ultra Slim 5,000mAh Wireless Portable Charger with USB-C Cable, Fast Charging Magnetic Battery Pack, Magsafe-Compatible for iPhone 16/15/14/13/12, Glacier Gray\", \"asin\": \"B0CZP3CDSZ\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks\", \"asin\": \"B09319MZJN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Lid (CG01000-299001)\", \"asin\": \"B084DWG77B\", \"price\": \"$26.95\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Mugwort ginger\"}]},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Printed Keycaps\"}, {\"Color\": \"White\"}]},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"10Packs, 2800Sheets in Total\"}]},\n {\"title\": \"TORRAS MiniMag Power Bank,Ultra-Slim 10,000mAh Magnetic Wireless Portable Charger, 22.5W Fast Charging Battery Pack with USB-C Cable Designed for iPhone 16 Pro Max/16 Pro/16/15/14/13/12, Glacier Gray\", \"asin\": \"B0D8LBCHGN\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"10,000mAh\"}, {\"Color\": \"Glacier Gray\"}]},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Medium\"}, {\"Color\": \"Deep Color\"}]},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Midnight Gray\"}]},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Orange Trio\"}, {\"Size\": \"3 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1.7 Fl Oz / 50 ml\"}]},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Wild Mint & Eucalyptus\"}]},\n {\"title\": \"Repel Umbrella Windproof Travel Umbrellas for Rain - Easy Auto Open Close, Durable & Compact Umbrella, Strong Fiberglass Frame, Waterproof Canopy - Backpack, Purse, Portable Umbrella for Travel\", \"asin\": \"B0160HYB8S\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"A. Black - Travel Umbrella\"}]},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Classic\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free | Old-Fashioned | Whole Grain\", \"asin\": \"B08B2NZSLR\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"rolled oats\"}, {\"Size\": \"2.5 Pound (Pack of 2)\"}]},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"4.2 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"delivery\": \"$15 delivery Apr 10 - 11 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15.5\\\" Neck 32\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"100ml\"}, {\"Color\": \"Lavender\"}]},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"33.8 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"delivery\": \"$79.99 delivery Mon, Apr 14\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Red\"}, {\"Size\": \"26 Inch\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red\", \"asin\": \"B0BBV6FBYH\", \"options\": [{\"Color\": \"Cherry MX Silent Red\"}]},\n {\"title\": \"Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black\", \"asin\": \"B09XS7JWHH\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"One Size\"}, {\"Style\": \"Headphones\"}]},\n {\"title\": \"No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce\", \"asin\": \"B000VOJ9BG\", \"price\": \"$124.95\", \"options\": [{\"Scent\": \"CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM\"}, {\"Size\": \"3.4 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)\", \"asin\": \"B0D3F42G5D\", \"options\": [{\"Item Weight\": \"3.4 Ounces\"}]},\n {\"title\": \"life2O DoubleCheck \\u2713\\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More\", \"asin\": \"B0BRQG9C7Z\", \"price\": \"$15.95\", \"options\": []},\n {\"title\": \"Car Air Freshener by NV Aroma Perfume| Car air freshener with Luxury in Every Diffuser| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip| Car Odor Eliminator with perfumed Oils\", \"asin\": \"B0CRC94B2L\", \"options\": [{\"Scent\": \"Le'Santal (33)\"}]},\n {\"title\": \"Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge\", \"asin\": \"B0CJ9GNP73\", \"options\": []},\n {\"title\": \"MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)\", \"asin\": \"B0CKR5RR2Z\", \"options\": []},\n {\"title\": \"Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary\", \"asin\": \"B07ND3WR64\", \"options\": [{\"Scent\": \"Unscented\"}, {\"Size\": \"42 Count (Pack of 8)\"}]},\n {\"asin\": \"B07ND3WR64\", \"options\": []},\n {\"title\": \"6Ft Power Strip Surge Protector - Yintar Extension Cord with 6 AC Outlets and 3 USB Ports for for Home, Office, Dorm Essentials, 1680 Joules, ETL Listed, (Black)\", \"asin\": \"B08MTBCXWX\", \"options\": [{\"Size\": \"6 Outlets\"}, {\"Color\": \"Black\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T19:03:21.354Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-05T19:03:21.354Z
|
purchase
|
B0D8LBCHGN
|
rule
|
2025-04-05T19:03:21.354Z
|
train
| 40 |
2025-04-05T19:03:21.354Z
|
purchase
|
B0D8LBCHGN
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "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": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""},
{"title": "Amazon Basics Cotton Swabs, 500 Count", "asin": "B09541P9WH", "price": "$2.88", "quantity": ""},
{"title": "Crest 3D White Advanced Luminous Mint Teeth Whitening Toothpaste, Crest Toothpaste, 3.7 oz Pack of 4 - Helps Remove Surface Stains, Whitens Teeth, Strengthens Tooth Enamel, Protects Against Cavities", "asin": "B09F8FZ18G", "price": "$14.83", "quantity": ""},
{"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$17.80", "quantity": ""},
{"title": "Dove Body Wash with Pump Deep Moisture for 24hr Lotion-Soft Skin Moisture Moisturizing Skin Cleanser with No Sulfates No Parabens 30.6 oz", "asin": "B00MEDOY2G", "price": "$10.97", "quantity": ""},
{"title": "Crest + Scope Whitening Toothpaste - Pack of 3, 5.4 Oz Tubes - Anticavity Fluoride Toothpaste, Fresh Breath, Kills Germs - Tartar Protection, Enamel Protection - Minty Fresh Flavor", "asin": "B005PLQIQ4", "price": "$8.99", "quantity": ""},
{"title": "Oral-B Glide Complete Floss Picks, Dental Floss Picks, Scope Outlast, 75-ct, Toothpicks Floss Picks", "asin": "B00UB7BO16", "price": "$3.89", "quantity": ""},
{"title": "Welch's Fruit Snacks, Mixed Fruit, Bulk Pack, Individual Single Serve Bags, 0.8 oz (Pack of 40)", "asin": "B0BWSKYV63", "price": "$8.48", "quantity": ""},
{"title": "Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz", "asin": "B0829DGWD5", "price": "$15.97", "quantity": ""},
{"title": "Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery", "asin": "B0BNCSW964", "price": "$16.98", "quantity": ""},
{"title": "Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric", "asin": "B0CB8K9KJ3", "price": "$9.77", "quantity": ""},
{"title": "TORRAS MiniMag Power Bank, Ultra Slim 5,000mAh Wireless Portable Charger with USB-C Cable, Fast Charging Magnetic Battery Pack, Magsafe-Compatible for iPhone 16/15/14/13/12, Glacier Gray", "asin": "B0CZP3CDSZ", "price": "$39.99", "quantity": ""},
{"title": "Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks", "asin": "B09319MZJN", "price": "$9.99", "quantity": ""},
{"title": "HHKB - Happy Hacking Keyboard Lid (CG01000-299001)", "asin": "B084DWG77B", "price": "$26.95", "quantity": ""}
],
"active_items": [
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Mugwort ginger"}]},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "delivery": "Two-Day FREE delivery Mon, Apr 7 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "delivery": "Two-Day FREE delivery Mon, Apr 7 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Printed Keycaps"}, {"Color": "White"}]},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "delivery": "One-Day FREE delivery Tomorrow, Apr 6 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "10Packs, 2800Sheets in Total"}]},
{"title": "TORRAS MiniMag Power Bank,Ultra-Slim 10,000mAh Magnetic Wireless Portable Charger, 22.5W Fast Charging Battery Pack with USB-C Cable Designed for iPhone 16 Pro Max/16 Pro/16/15/14/13/12, Glacier Gray", "asin": "B0D8LBCHGN", "delivery": "Two-Day FREE delivery Mon, Apr 7 FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "10,000mAh"}, {"Color": "Glacier Gray"}]},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Medium"}, {"Color": "Deep Color"}]},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "delivery": "One-Day FREE delivery Tomorrow, Apr 6 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Midnight Gray"}]},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "delivery": "One-Day FREE delivery Tomorrow, Apr 6 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Orange Trio"}, {"Size": "3 Fl Oz (Pack of 1)"}]},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "delivery": "FREE delivery Tue, Apr 8 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1.7 Fl Oz / 50 ml"}]},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "delivery": "One-Day FREE delivery Tomorrow, Apr 6 FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Wild Mint & Eucalyptus"}]},
{"title": "Repel Umbrella Windproof Travel Umbrellas for Rain - Easy Auto Open Close, Durable & Compact Umbrella, Strong Fiberglass Frame, Waterproof Canopy - Backpack, Purse, Portable Umbrella for Travel", "asin": "B0160HYB8S", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "A. Black - Travel Umbrella"}]},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "delivery": "One-Day FREE delivery Tomorrow, Apr 6", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Classic"}, {"Size": "40 Count (Pack of 1)"}]},
{"title": "Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free | Old-Fashioned | Whole Grain", "asin": "B08B2NZSLR", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items", "quantity": "1", "selected": false, "options": [{"Flavor Name": "rolled oats"}, {"Size": "2.5 Pound (Pack of 2)"}]},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "delivery": "FREE delivery Tue, Apr 8 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "delivery": "FREE delivery Tue, Apr 8 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "4.2 Fl Oz (Pack of 1)"}]},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "delivery": "FREE delivery Tue, Apr 8 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15\"-15.5\" Neck 32\"-33\" Sleeve"}, {"Color": "White"}]},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "delivery": "$15 delivery Apr 10 - 11 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15.5\" Neck 32\" Sleeve"}, {"Color": "White"}]},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "100ml"}, {"Color": "Lavender"}]},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "33.8 Fl Oz (Pack of 1)"}]},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "delivery": "$79.99 delivery Mon, Apr 14", "quantity": "1", "selected": false, "options": [{"Color": "Red"}, {"Size": "26 Inch"}]}
],
"saved_items": [
{"title": "FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red", "asin": "B0BBV6FBYH", "options": [{"Color": "Cherry MX Silent Red"}]},
{"title": "Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black", "asin": "B09XS7JWHH", "options": [{"Color": "Black"}, {"Size": "One Size"}, {"Style": "Headphones"}]},
{"title": "No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce", "asin": "B000VOJ9BG", "price": "$124.95", "options": [{"Scent": "CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM"}, {"Size": "3.4 Fl Oz (Pack of 1)"}]},
{"title": "ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)", "asin": "B0D3F42G5D", "options": [{"Item Weight": "3.4 Ounces"}]},
{"title": "life2O DoubleCheck \u2713\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More", "asin": "B0BRQG9C7Z", "price": "$15.95", "options": []},
{"title": "Car Air Freshener by NV Aroma Perfume| Car air freshener with Luxury in Every Diffuser| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip| Car Odor Eliminator with perfumed Oils", "asin": "B0CRC94B2L", "options": [{"Scent": "Le'Santal (33)"}]},
{"title": "Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge", "asin": "B0CJ9GNP73", "options": []},
{"title": "MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)", "asin": "B0CKR5RR2Z", "options": []},
{"title": "Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary", "asin": "B07ND3WR64", "options": [{"Scent": "Unscented"}, {"Size": "42 Count (Pack of 8)"}]},
{"asin": "B07ND3WR64", "options": []},
{"title": "6Ft Power Strip Surge Protector - Yintar Extension Cord with 6 AC Outlets and 3 USB Ports for for Home, Office, Dorm Essentials, 1680 Joules, ETL Listed, (Black)", "asin": "B08MTBCXWX", "options": [{"Size": "6 Outlets"}, {"Color": "Black"}]}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-05T19:03:21.354Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>purchase</answer_action><answer_argument>B0D8LBCHGN</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>purchase</answer_action><answer_argument>B0D8LBCHGN</answer_argument>",
"index": 40,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Amazon Basics Cotton Swabs, 500 Count\", \"asin\": \"B09541P9WH\", \"price\": \"$2.88\", \"quantity\": \"\"},\n {\"title\": \"Crest 3D White Advanced Luminous Mint Teeth Whitening Toothpaste, Crest Toothpaste, 3.7 oz Pack of 4 - Helps Remove Surface Stains, Whitens Teeth, Strengthens Tooth Enamel, Protects Against Cavities\", \"asin\": \"B09F8FZ18G\", \"price\": \"$14.83\", \"quantity\": \"\"},\n {\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$17.80\", \"quantity\": \"\"},\n {\"title\": \"Dove Body Wash with Pump Deep Moisture for 24hr Lotion-Soft Skin Moisture Moisturizing Skin Cleanser with No Sulfates No Parabens 30.6 oz\", \"asin\": \"B00MEDOY2G\", \"price\": \"$10.97\", \"quantity\": \"\"},\n {\"title\": \"Crest + Scope Whitening Toothpaste - Pack of 3, 5.4 Oz Tubes - Anticavity Fluoride Toothpaste, Fresh Breath, Kills Germs - Tartar Protection, Enamel Protection - Minty Fresh Flavor\", \"asin\": \"B005PLQIQ4\", \"price\": \"$8.99\", \"quantity\": \"\"},\n {\"title\": \"Oral-B Glide Complete Floss Picks, Dental Floss Picks, Scope Outlast, 75-ct, Toothpicks Floss Picks\", \"asin\": \"B00UB7BO16\", \"price\": \"$3.89\", \"quantity\": \"\"},\n {\"title\": \"Welch's Fruit Snacks, Mixed Fruit, Bulk Pack, Individual Single Serve Bags, 0.8 oz (Pack of 40)\", \"asin\": \"B0BWSKYV63\", \"price\": \"$8.48\", \"quantity\": \"\"},\n {\"title\": \"Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz\", \"asin\": \"B0829DGWD5\", \"price\": \"$15.97\", \"quantity\": \"\"},\n {\"title\": \"Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery\", \"asin\": \"B0BNCSW964\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric\", \"asin\": \"B0CB8K9KJ3\", \"price\": \"$9.77\", \"quantity\": \"\"},\n {\"title\": \"TORRAS MiniMag Power Bank, Ultra Slim 5,000mAh Wireless Portable Charger with USB-C Cable, Fast Charging Magnetic Battery Pack, Magsafe-Compatible for iPhone 16/15/14/13/12, Glacier Gray\", \"asin\": \"B0CZP3CDSZ\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks\", \"asin\": \"B09319MZJN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Lid (CG01000-299001)\", \"asin\": \"B084DWG77B\", \"price\": \"$26.95\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Mugwort ginger\"}]},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Printed Keycaps\"}, {\"Color\": \"White\"}]},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"10Packs, 2800Sheets in Total\"}]},\n {\"title\": \"TORRAS MiniMag Power Bank,Ultra-Slim 10,000mAh Magnetic Wireless Portable Charger, 22.5W Fast Charging Battery Pack with USB-C Cable Designed for iPhone 16 Pro Max/16 Pro/16/15/14/13/12, Glacier Gray\", \"asin\": \"B0D8LBCHGN\", \"delivery\": \"Two-Day FREE delivery Mon, Apr 7 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": [{\"Size\": \"10,000mAh\"}, {\"Color\": \"Glacier Gray\"}]},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Medium\"}, {\"Color\": \"Deep Color\"}]},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Midnight Gray\"}]},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Orange Trio\"}, {\"Size\": \"3 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1.7 Fl Oz / 50 ml\"}]},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Wild Mint & Eucalyptus\"}]},\n {\"title\": \"Repel Umbrella Windproof Travel Umbrellas for Rain - Easy Auto Open Close, Durable & Compact Umbrella, Strong Fiberglass Frame, Waterproof Canopy - Backpack, Purse, Portable Umbrella for Travel\", \"asin\": \"B0160HYB8S\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"A. Black - Travel Umbrella\"}]},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"delivery\": \"One-Day FREE delivery Tomorrow, Apr 6\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Classic\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free | Old-Fashioned | Whole Grain\", \"asin\": \"B08B2NZSLR\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"rolled oats\"}, {\"Size\": \"2.5 Pound (Pack of 2)\"}]},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"4.2 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"delivery\": \"FREE delivery Tue, Apr 8 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"delivery\": \"$15 delivery Apr 10 - 11 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15.5\\\" Neck 32\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"100ml\"}, {\"Color\": \"Lavender\"}]},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"33.8 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"delivery\": \"$79.99 delivery Mon, Apr 14\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Red\"}, {\"Size\": \"26 Inch\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red\", \"asin\": \"B0BBV6FBYH\", \"options\": [{\"Color\": \"Cherry MX Silent Red\"}]},\n {\"title\": \"Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black\", \"asin\": \"B09XS7JWHH\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"One Size\"}, {\"Style\": \"Headphones\"}]},\n {\"title\": \"No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce\", \"asin\": \"B000VOJ9BG\", \"price\": \"$124.95\", \"options\": [{\"Scent\": \"CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM\"}, {\"Size\": \"3.4 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)\", \"asin\": \"B0D3F42G5D\", \"options\": [{\"Item Weight\": \"3.4 Ounces\"}]},\n {\"title\": \"life2O DoubleCheck \\u2713\\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More\", \"asin\": \"B0BRQG9C7Z\", \"price\": \"$15.95\", \"options\": []},\n {\"title\": \"Car Air Freshener by NV Aroma Perfume| Car air freshener with Luxury in Every Diffuser| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip| Car Odor Eliminator with perfumed Oils\", \"asin\": \"B0CRC94B2L\", \"options\": [{\"Scent\": \"Le'Santal (33)\"}]},\n {\"title\": \"Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge\", \"asin\": \"B0CJ9GNP73\", \"options\": []},\n {\"title\": \"MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)\", \"asin\": \"B0CKR5RR2Z\", \"options\": []},\n {\"title\": \"Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary\", \"asin\": \"B07ND3WR64\", \"options\": [{\"Scent\": \"Unscented\"}, {\"Size\": \"42 Count (Pack of 8)\"}]},\n {\"asin\": \"B07ND3WR64\", \"options\": []},\n {\"title\": \"6Ft Power Strip Surge Protector - Yintar Extension Cord with 6 AC Outlets and 3 USB Ports for for Home, Office, Dorm Essentials, 1680 Joules, ETL Listed, (Black)\", \"asin\": \"B08MTBCXWX\", \"options\": [{\"Size\": \"6 Outlets\"}, {\"Color\": \"Black\"}]}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-05T19:03:21.354Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T03:54:02.560Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-07T03:54:02.560Z
|
input
|
麻将桌
|
rule
|
2025-04-07T03:54:02.560Z
|
train
| 41 |
2025-04-07T03:54:02.560Z
|
input
|
麻将桌
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
<|memory_end|>
<|action_start|>
<|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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-07T03:54:02.560Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>麻将桌</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>麻将桌</answer_argument>",
"index": 41,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T03:54:02.560Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:31:40.276Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-07T22:31:40.276Z
|
input
|
格子长袖衬衫男春秋
|
rule
|
2025-04-07T22:31:40.276Z
|
train
| 42 |
2025-04-07T22:31:40.276Z
|
input
|
格子长袖衬衫男春秋
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
<|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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-07T22:31:40.276Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>格子长袖衬衫男春秋</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>格子长袖衬衫男春秋</answer_argument>",
"index": 42,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:31:40.276Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:31:44.661Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-07T22:31:44.661Z
|
input
|
格子长袖衬衫男
|
rule
|
2025-04-07T22:31:44.661Z
|
train
| 43 |
2025-04-07T22:31:44.661Z
|
input
|
格子长袖衬衫男
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
<|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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-07T22:31:44.661Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>格子长袖衬衫男</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>格子长袖衬衫男</answer_argument>",
"index": 43,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:31:44.661Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Dubinik\\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\\\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.\",\n \"asin\": \"B08C7M57M5\"\n},\n {\n \"title\": \"Go to detail page for \\\"Dubinik\\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\\\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.\",\n \"asin\": \"B08QD62WFH\"\n},\n {\n \"title\": \"Go to detail page for \\\"Dubinik\\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\\\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.\",\n \"asin\": \"B08P6QDRSS\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Men's Transitional Weather Slim Fit Long Sleeve Button Down Shirt Business Casual Dress Shirts with Pocket\", \"asin\": \"B0DJ59RH4V\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Long Sleeve Classic Woven Shirt\", \"asin\": \"B00XH7IAWS\", \"price\": \"$26.70\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Men's Regular-Fit Long-Sleeve Casual Poplin Shirt\", \"asin\": \"B0775PM9KG\", \"price\": \"$22.80\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Buck Camp Flannel, Long Sleeve Plaid Button Down Casual Shirt, Corduroy Cuffs\", \"asin\": \"B012XWXVUI\", \"price\": \"$26.10\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Mens Casual Button Down Shirts Wrinkle Free 4-Way Stretch Dress Shirs Long Sleeve Plaid Business Shirts for Men\", \"asin\": \"B0D93FC2JN\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Solid Oxford Shirt Long Sleeve Dress Shirt Work Casual Button Down Shirts with Pocket\", \"asin\": \"B0BZDRBHJY\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Performance Comfort Long Sleeve Plaid Button Down\", \"asin\": \"B08GQ82454\", \"price\": \"$27.14\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0D5MZY8QT\", \"price\": \"$47.70\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Slim-Fit Long-Sleeve Poplin Shirt\", \"asin\": \"B0775YR7JS\", \"price\": \"$19.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Mens Dress Shirts Stretch Long Sleeve Button Down Shirts Print Regular Fit Casual Busines Shirt\", \"asin\": \"B0D8QKZN1B\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Button Down Shirts Wrinkle Free 4-Way Stretch Print Business Casual Shirt\", \"asin\": \"B0BYHK1Z6Q\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Sun, Apr 13 for Prime members\"},\n {\"title\": \"Mens Button Down Shirts Cotton Long Sleeve Shirts Regular Fit\", \"asin\": \"B079D8WTC7\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Button Down Shirts Plaid Long Sleeve Dress Shirts Regular-Fit Casual Shirt\", \"asin\": \"B0DBD64QJB\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Classic Fit Long Sleeve Signature Comfort Flex Shirt (Standard and Big & Tall)\", \"asin\": \"B078N6SQYN\", \"price\": \"$34.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Mens Button Up Shirts Long Sleeve Casual Button Down Cotton Vintage Soft Plaid with Pocket\", \"asin\": \"B0CS2F6P99\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Long Sleeve Shirts for Men Plaid Button Down Shirt Mens Casual Cotton Button Up Pocket Shirt\", \"asin\": \"B0D9YJG4RN\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Wrinkle Resistant Long Sleeve Button Front Shirt\", \"asin\": \"B07BN1TY69\", \"price\": \"$32.24\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Kenneth Cole Unlisted Men's Dress Shirt Slim Fit Checks and Stripes (Patterned)\", \"asin\": \"B01M09HMWJ\", \"price\": \"$20.47\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Printed Dress Shirts Long Sleeve Regular Fit Button Down Shirt\", \"asin\": \"B0B6V446CC\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Button Down Long Sleeve Shirts Regular Fit Dress Shirts Business Casual Plaid Shirts\", \"asin\": \"B0C3PXYX9P\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Mens Casual Dress Shirts Plaid Button Down Shirt Long Sleeve Formal Business Gingham Shirt for Men\", \"asin\": \"B0CVWD3KNR\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0DGWM31P6\", \"price\": \"$47.70\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Regular Fit Gingham Button Down Collar Dress Shirt\", \"asin\": \"B00T3CJFFM\", \"price\": \"$23.74\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Casual Button Down Shirt Long Sleeve Linen Chambray Shirt\", \"asin\": \"B0BCG11186\", \"price\": \"$25.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Plaid Button Down Shirt Long Sleeve Dress Shirt Regular Fit Business Casual Gingham Shirts\", \"asin\": \"B0DJLSFKKX\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Casual Dress Shirt Button Down Shirts Long-Sleeve Plaid Collar Denim Work Shirt\", \"asin\": \"B075WV82T7\", \"price\": \"$26.78\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Plaid Button Down Shirt Long Sleeve Dress Shirts for Men Casual Wrinkle Free Regular Fit Work Shirt with Pocket\", \"asin\": \"B0D8SYKZ1M\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Plaid Dress Shirt Long Sleeve Business Casual Regular Fit Button Down Shirts\", \"asin\": \"B07RDKPFLH\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long Sleeve Shirt with Pocket Cotton Crew Neck Shirts Casual Lightweight T-Shirt\", \"asin\": \"B0C8T3C3YZ\", \"price\": \"$14.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long-Sleeve Flannel Shirt (Available in Big & Tall)\", \"asin\": \"B0866G8CB3\", \"price\": \"$23.70\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Big and Tall Stratton Flannel Long Sleeve Stretch Button Down Shirt\", \"asin\": \"B0DHFTC6HS\", \"price\": \"$30.25\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Plaid Button Down Shirts Cotton Long Sleeve Dress Shirts Regular Fit Gingham Shirts\", \"asin\": \"B0C49ZFTWX\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Long Sleeve Dress Shirt Plaid Collar Casual Button Down Shirts\", \"asin\": \"B07N3Z349X\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Paisley Cotton Long Sleeve Shirt Floral Print Casual Retro Button Down Shirt\", \"asin\": \"B0C24JBZ6Y\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long Sleeve Plaid Shirt\", \"asin\": \"B0DGDHKPFM\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Shirts Casual Crewneck Pullover T-Shirt Stretch Textured Knit Tee with Pocket\", \"asin\": \"B0D9Y9LJTP\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Flannel Plaid Shirt Casual Long Sleeve Button Down Shirts with Pockets\", \"asin\": \"B0C8HZWZYG\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Slim Fit 100% Cotton Plaid Shirts\", \"asin\": \"B08S3HJSX9\", \"price\": \"$22.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long Sleeve Henley Shirts Cotton 3-Button Spring Casual T-Shirts Solid Color Soft Basic Tops 2025\", \"asin\": \"B0CN92KJDT\", \"price\": \"$24.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Plaid Casual Slim Fit Long Sleeve Button Down Dress Shirts\", \"asin\": \"B06XCFKCC2\", \"price\": \"$27.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Plaid Mens Flannel Shirts Long Sleeve Dress Shirts for Men Casual Button Down Big and Tall Button Up Shirt\", \"asin\": \"B0D9NL487C\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Western Cowboy Long Sleeve Pearl Snap Casual Work Shirts\", \"asin\": \"B07Q7MQ35Z\", \"price\": \"$30.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Henley Long/Short Sleeve T-Shirt Cotton Casual Shirt\", \"asin\": \"B0CGRB8RFH\", \"price\": \"$19.88\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men Plaid Casual Slim Fit Long Sleeve Button Down Dress Shirts, S - 3XL\", \"asin\": \"B0D93QD4G9\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery May 23 - 30\"},\n {\"title\": \"Men's Business Dress Shirt Long Sleeve Slim Fit Casual Button Down Shirt\", \"asin\": \"B08X41NSXZ\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Pearl Snap Shirts for Men Long Sleeve Western Shirts for Men Vintage Casual Plaid Shirt Cowboy Shirts for Men\", \"asin\": \"B0CV4QQPKC\", \"price\": \"$39.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Slim Untucked Flex Shirt\", \"asin\": \"B0CV9KP2XF\", \"price\": \"$58.00\", \"delivery\": \"$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14\"},\n {\"title\": \"Men's Fashion Polo Shirts Casual Long Sleeve Golf Shirts Color Block Cotton Tops\", \"asin\": \"B0BG5CV94B\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:32:00.293Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
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filter
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2025-04-07T22:32:00.293Z
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train
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<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
<|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": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"ads": [
{
"title": "Go to detail page for \"Dubinik\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.",
"asin": "B08C7M57M5"
},
{
"title": "Go to detail page for \"Dubinik\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.",
"asin": "B08QD62WFH"
},
{
"title": "Go to detail page for \"Dubinik\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.",
"asin": "B08P6QDRSS"
}
],
"search_results": [
{"title": "Men's Transitional Weather Slim Fit Long Sleeve Button Down Shirt Business Casual Dress Shirts with Pocket", "asin": "B0DJ59RH4V", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Men's Long Sleeve Classic Woven Shirt", "asin": "B00XH7IAWS", "price": "$26.70", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Men's Regular-Fit Long-Sleeve Casual Poplin Shirt", "asin": "B0775PM9KG", "price": "$22.80", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Men's Buck Camp Flannel, Long Sleeve Plaid Button Down Casual Shirt, Corduroy Cuffs", "asin": "B012XWXVUI", "price": "$26.10", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Mens Casual Button Down Shirts Wrinkle Free 4-Way Stretch Dress Shirs Long Sleeve Plaid Business Shirts for Men", "asin": "B0D93FC2JN", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Solid Oxford Shirt Long Sleeve Dress Shirt Work Casual Button Down Shirts with Pocket", "asin": "B0BZDRBHJY", "price": "$23.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Performance Comfort Long Sleeve Plaid Button Down", "asin": "B08GQ82454", "price": "$27.14", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0D5MZY8QT", "price": "$47.70", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Slim-Fit Long-Sleeve Poplin Shirt", "asin": "B0775YR7JS", "price": "$19.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Mens Dress Shirts Stretch Long Sleeve Button Down Shirts Print Regular Fit Casual Busines Shirt", "asin": "B0D8QKZN1B", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Button Down Shirts Wrinkle Free 4-Way Stretch Print Business Casual Shirt", "asin": "B0BYHK1Z6Q", "price": "$14.99", "delivery": "FREE delivery Sun, Apr 13 for Prime members"},
{"title": "Mens Button Down Shirts Cotton Long Sleeve Shirts Regular Fit", "asin": "B079D8WTC7", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Button Down Shirts Plaid Long Sleeve Dress Shirts Regular-Fit Casual Shirt", "asin": "B0DBD64QJB", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Classic Fit Long Sleeve Signature Comfort Flex Shirt (Standard and Big & Tall)", "asin": "B078N6SQYN", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Mens Button Up Shirts Long Sleeve Casual Button Down Cotton Vintage Soft Plaid with Pocket", "asin": "B0CS2F6P99", "price": "$34.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Long Sleeve Shirts for Men Plaid Button Down Shirt Mens Casual Cotton Button Up Pocket Shirt", "asin": "B0D9YJG4RN", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Men's Wrinkle Resistant Long Sleeve Button Front Shirt", "asin": "B07BN1TY69", "price": "$32.24", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Kenneth Cole Unlisted Men's Dress Shirt Slim Fit Checks and Stripes (Patterned)", "asin": "B01M09HMWJ", "price": "$20.47", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Printed Dress Shirts Long Sleeve Regular Fit Button Down Shirt", "asin": "B0B6V446CC", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Button Down Long Sleeve Shirts Regular Fit Dress Shirts Business Casual Plaid Shirts", "asin": "B0C3PXYX9P", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Mens Casual Dress Shirts Plaid Button Down Shirt Long Sleeve Formal Business Gingham Shirt for Men", "asin": "B0CVWD3KNR", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0DGWM31P6", "price": "$47.70", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Regular Fit Gingham Button Down Collar Dress Shirt", "asin": "B00T3CJFFM", "price": "$23.74", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Men's Casual Button Down Shirt Long Sleeve Linen Chambray Shirt", "asin": "B0BCG11186", "price": "$25.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Plaid Button Down Shirt Long Sleeve Dress Shirt Regular Fit Business Casual Gingham Shirts", "asin": "B0DJLSFKKX", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Casual Dress Shirt Button Down Shirts Long-Sleeve Plaid Collar Denim Work Shirt", "asin": "B075WV82T7", "price": "$26.78", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Plaid Button Down Shirt Long Sleeve Dress Shirts for Men Casual Wrinkle Free Regular Fit Work Shirt with Pocket", "asin": "B0D8SYKZ1M", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Plaid Dress Shirt Long Sleeve Business Casual Regular Fit Button Down Shirts", "asin": "B07RDKPFLH", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Long Sleeve Shirt with Pocket Cotton Crew Neck Shirts Casual Lightweight T-Shirt", "asin": "B0C8T3C3YZ", "price": "$14.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Long-Sleeve Flannel Shirt (Available in Big & Tall)", "asin": "B0866G8CB3", "price": "$23.70", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Men's Big and Tall Stratton Flannel Long Sleeve Stretch Button Down Shirt", "asin": "B0DHFTC6HS", "price": "$30.25", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Plaid Button Down Shirts Cotton Long Sleeve Dress Shirts Regular Fit Gingham Shirts", "asin": "B0C49ZFTWX", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Men's Long Sleeve Dress Shirt Plaid Collar Casual Button Down Shirts", "asin": "B07N3Z349X", "price": "$26.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Paisley Cotton Long Sleeve Shirt Floral Print Casual Retro Button Down Shirt", "asin": "B0C24JBZ6Y", "price": "$33.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Long Sleeve Plaid Shirt", "asin": "B0DGDHKPFM", "price": "$24.99", "delivery": "FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10"},
{"title": "Men's Long Sleeve Shirts Casual Crewneck Pullover T-Shirt Stretch Textured Knit Tee with Pocket", "asin": "B0D9Y9LJTP", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Flannel Plaid Shirt Casual Long Sleeve Button Down Shirts with Pockets", "asin": "B0C8HZWZYG", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Long Sleeve Slim Fit 100% Cotton Plaid Shirts", "asin": "B08S3HJSX9", "price": "$22.97", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Long Sleeve Henley Shirts Cotton 3-Button Spring Casual T-Shirts Solid Color Soft Basic Tops 2025", "asin": "B0CN92KJDT", "price": "$24.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Plaid Casual Slim Fit Long Sleeve Button Down Dress Shirts", "asin": "B06XCFKCC2", "price": "$27.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Plaid Mens Flannel Shirts Long Sleeve Dress Shirts for Men Casual Button Down Big and Tall Button Up Shirt", "asin": "B0D9NL487C", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Western Cowboy Long Sleeve Pearl Snap Casual Work Shirts", "asin": "B07Q7MQ35Z", "price": "$30.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Henley Long/Short Sleeve T-Shirt Cotton Casual Shirt", "asin": "B0CGRB8RFH", "price": "$19.88", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men Plaid Casual Slim Fit Long Sleeve Button Down Dress Shirts, S - 3XL", "asin": "B0D93QD4G9", "price": "$25.99", "delivery": "FREE delivery May 23 - 30"},
{"title": "Men's Business Dress Shirt Long Sleeve Slim Fit Casual Button Down Shirt", "asin": "B08X41NSXZ", "price": "$23.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Pearl Snap Shirts for Men Long Sleeve Western Shirts for Men Vintage Casual Plaid Shirt Cowboy Shirts for Men", "asin": "B0CV4QQPKC", "price": "$39.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Long Sleeve Slim Untucked Flex Shirt", "asin": "B0CV9KP2XF", "price": "$58.00", "delivery": "$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14"},
{"title": "Men's Fashion Polo Shirts Casual Long Sleeve Golf Shirts Color Block Cotton Tops", "asin": "B0BG5CV94B", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-07T22:32:00.293Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>",
"index": 44,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Dubinik\\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\\\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.\",\n \"asin\": \"B08C7M57M5\"\n},\n {\n \"title\": \"Go to detail page for \\\"Dubinik\\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\\\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.\",\n \"asin\": \"B08QD62WFH\"\n},\n {\n \"title\": \"Go to detail page for \\\"Dubinik\\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\\\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.\",\n \"asin\": \"B08P6QDRSS\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Men's Transitional Weather Slim Fit Long Sleeve Button Down Shirt Business Casual Dress Shirts with Pocket\", \"asin\": \"B0DJ59RH4V\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Long Sleeve Classic Woven Shirt\", \"asin\": \"B00XH7IAWS\", \"price\": \"$26.70\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Men's Regular-Fit Long-Sleeve Casual Poplin Shirt\", \"asin\": \"B0775PM9KG\", \"price\": \"$22.80\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Buck Camp Flannel, Long Sleeve Plaid Button Down Casual Shirt, Corduroy Cuffs\", \"asin\": \"B012XWXVUI\", \"price\": \"$26.10\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Mens Casual Button Down Shirts Wrinkle Free 4-Way Stretch Dress Shirs Long Sleeve Plaid Business Shirts for Men\", \"asin\": \"B0D93FC2JN\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Solid Oxford Shirt Long Sleeve Dress Shirt Work Casual Button Down Shirts with Pocket\", \"asin\": \"B0BZDRBHJY\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Performance Comfort Long Sleeve Plaid Button Down\", \"asin\": \"B08GQ82454\", \"price\": \"$27.14\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0D5MZY8QT\", \"price\": \"$47.70\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Slim-Fit Long-Sleeve Poplin Shirt\", \"asin\": \"B0775YR7JS\", \"price\": \"$19.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Mens Dress Shirts Stretch Long Sleeve Button Down Shirts Print Regular Fit Casual Busines Shirt\", \"asin\": \"B0D8QKZN1B\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Button Down Shirts Wrinkle Free 4-Way Stretch Print Business Casual Shirt\", \"asin\": \"B0BYHK1Z6Q\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Sun, Apr 13 for Prime members\"},\n {\"title\": \"Mens Button Down Shirts Cotton Long Sleeve Shirts Regular Fit\", \"asin\": \"B079D8WTC7\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Button Down Shirts Plaid Long Sleeve Dress Shirts Regular-Fit Casual Shirt\", \"asin\": \"B0DBD64QJB\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Classic Fit Long Sleeve Signature Comfort Flex Shirt (Standard and Big & Tall)\", \"asin\": \"B078N6SQYN\", \"price\": \"$34.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Mens Button Up Shirts Long Sleeve Casual Button Down Cotton Vintage Soft Plaid with Pocket\", \"asin\": \"B0CS2F6P99\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Long Sleeve Shirts for Men Plaid Button Down Shirt Mens Casual Cotton Button Up Pocket Shirt\", \"asin\": \"B0D9YJG4RN\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Wrinkle Resistant Long Sleeve Button Front Shirt\", \"asin\": \"B07BN1TY69\", \"price\": \"$32.24\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Kenneth Cole Unlisted Men's Dress Shirt Slim Fit Checks and Stripes (Patterned)\", \"asin\": \"B01M09HMWJ\", \"price\": \"$20.47\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Printed Dress Shirts Long Sleeve Regular Fit Button Down Shirt\", \"asin\": \"B0B6V446CC\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Button Down Long Sleeve Shirts Regular Fit Dress Shirts Business Casual Plaid Shirts\", \"asin\": \"B0C3PXYX9P\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Mens Casual Dress Shirts Plaid Button Down Shirt Long Sleeve Formal Business Gingham Shirt for Men\", \"asin\": \"B0CVWD3KNR\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0DGWM31P6\", \"price\": \"$47.70\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Regular Fit Gingham Button Down Collar Dress Shirt\", \"asin\": \"B00T3CJFFM\", \"price\": \"$23.74\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Casual Button Down Shirt Long Sleeve Linen Chambray Shirt\", \"asin\": \"B0BCG11186\", \"price\": \"$25.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Plaid Button Down Shirt Long Sleeve Dress Shirt Regular Fit Business Casual Gingham Shirts\", \"asin\": \"B0DJLSFKKX\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Casual Dress Shirt Button Down Shirts Long-Sleeve Plaid Collar Denim Work Shirt\", \"asin\": \"B075WV82T7\", \"price\": \"$26.78\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Plaid Button Down Shirt Long Sleeve Dress Shirts for Men Casual Wrinkle Free Regular Fit Work Shirt with Pocket\", \"asin\": \"B0D8SYKZ1M\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Plaid Dress Shirt Long Sleeve Business Casual Regular Fit Button Down Shirts\", \"asin\": \"B07RDKPFLH\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long Sleeve Shirt with Pocket Cotton Crew Neck Shirts Casual Lightweight T-Shirt\", \"asin\": \"B0C8T3C3YZ\", \"price\": \"$14.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long-Sleeve Flannel Shirt (Available in Big & Tall)\", \"asin\": \"B0866G8CB3\", \"price\": \"$23.70\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Big and Tall Stratton Flannel Long Sleeve Stretch Button Down Shirt\", \"asin\": \"B0DHFTC6HS\", \"price\": \"$30.25\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Plaid Button Down Shirts Cotton Long Sleeve Dress Shirts Regular Fit Gingham Shirts\", \"asin\": \"B0C49ZFTWX\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Long Sleeve Dress Shirt Plaid Collar Casual Button Down Shirts\", \"asin\": \"B07N3Z349X\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Paisley Cotton Long Sleeve Shirt Floral Print Casual Retro Button Down Shirt\", \"asin\": \"B0C24JBZ6Y\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long Sleeve Plaid Shirt\", \"asin\": \"B0DGDHKPFM\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Shirts Casual Crewneck Pullover T-Shirt Stretch Textured Knit Tee with Pocket\", \"asin\": \"B0D9Y9LJTP\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Flannel Plaid Shirt Casual Long Sleeve Button Down Shirts with Pockets\", \"asin\": \"B0C8HZWZYG\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Slim Fit 100% Cotton Plaid Shirts\", \"asin\": \"B08S3HJSX9\", \"price\": \"$22.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long Sleeve Henley Shirts Cotton 3-Button Spring Casual T-Shirts Solid Color Soft Basic Tops 2025\", \"asin\": \"B0CN92KJDT\", \"price\": \"$24.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Plaid Casual Slim Fit Long Sleeve Button Down Dress Shirts\", \"asin\": \"B06XCFKCC2\", \"price\": \"$27.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Plaid Mens Flannel Shirts Long Sleeve Dress Shirts for Men Casual Button Down Big and Tall Button Up Shirt\", \"asin\": \"B0D9NL487C\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Western Cowboy Long Sleeve Pearl Snap Casual Work Shirts\", \"asin\": \"B07Q7MQ35Z\", \"price\": \"$30.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Henley Long/Short Sleeve T-Shirt Cotton Casual Shirt\", \"asin\": \"B0CGRB8RFH\", \"price\": \"$19.88\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men Plaid Casual Slim Fit Long Sleeve Button Down Dress Shirts, S - 3XL\", \"asin\": \"B0D93QD4G9\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery May 23 - 30\"},\n {\"title\": \"Men's Business Dress Shirt Long Sleeve Slim Fit Casual Button Down Shirt\", \"asin\": \"B08X41NSXZ\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Pearl Snap Shirts for Men Long Sleeve Western Shirts for Men Vintage Casual Plaid Shirt Cowboy Shirts for Men\", \"asin\": \"B0CV4QQPKC\", \"price\": \"$39.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Slim Untucked Flex Shirt\", \"asin\": \"B0CV9KP2XF\", \"price\": \"$58.00\", \"delivery\": \"$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14\"},\n {\"title\": \"Men's Fashion Polo Shirts Casual Long Sleeve Golf Shirts Color Block Cotton Tops\", \"asin\": \"B0BG5CV94B\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:32:00.293Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Dubinik\\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\\\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.\",\n \"asin\": \"B08C7M57M5\"\n},\n {\n \"title\": \"Go to detail page for \\\"Dubinik\\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\\\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.\",\n \"asin\": \"B08QD62WFH\"\n},\n {\n \"title\": \"Go to detail page for \\\"Dubinik\\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\\\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.\",\n \"asin\": \"B08P6QDRSS\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Men's Transitional Weather Slim Fit Long Sleeve Button Down Shirt Business Casual Dress Shirts with Pocket\", \"asin\": \"B0DJ59RH4V\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Long Sleeve Classic Woven Shirt\", \"asin\": \"B00XH7IAWS\", \"price\": \"$26.70\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Men's Regular-Fit Long-Sleeve Casual Poplin Shirt\", \"asin\": \"B0775PM9KG\", \"price\": \"$22.80\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Buck Camp Flannel, Long Sleeve Plaid Button Down Casual Shirt, Corduroy Cuffs\", \"asin\": \"B012XWXVUI\", \"price\": \"$26.10\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Mens Casual Button Down Shirts Wrinkle Free 4-Way Stretch Dress Shirs Long Sleeve Plaid Business Shirts for Men\", \"asin\": \"B0D93FC2JN\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Solid Oxford Shirt Long Sleeve Dress Shirt Work Casual Button Down Shirts with Pocket\", \"asin\": \"B0BZDRBHJY\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Performance Comfort Long Sleeve Plaid Button Down\", \"asin\": \"B08GQ82454\", \"price\": \"$27.14\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0D5MZY8QT\", \"price\": \"$47.70\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Slim-Fit Long-Sleeve Poplin Shirt\", \"asin\": \"B0775YR7JS\", \"price\": \"$19.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Mens Dress Shirts Stretch Long Sleeve Button Down Shirts Print Regular Fit Casual Busines Shirt\", \"asin\": \"B0D8QKZN1B\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Button Down Shirts Wrinkle Free 4-Way Stretch Print Business Casual Shirt\", \"asin\": \"B0BYHK1Z6Q\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Sun, Apr 13 for Prime members\"},\n {\"title\": \"Mens Button Down Shirts Cotton Long Sleeve Shirts Regular Fit\", \"asin\": \"B079D8WTC7\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Button Down Shirts Plaid Long Sleeve Dress Shirts Regular-Fit Casual Shirt\", \"asin\": \"B0DBD64QJB\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Classic Fit Long Sleeve Signature Comfort Flex Shirt (Standard and Big & Tall)\", \"asin\": \"B078N6SQYN\", \"price\": \"$34.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Mens Button Up Shirts Long Sleeve Casual Button Down Cotton Vintage Soft Plaid with Pocket\", \"asin\": \"B0CS2F6P99\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Long Sleeve Shirts for Men Plaid Button Down Shirt Mens Casual Cotton Button Up Pocket Shirt\", \"asin\": \"B0D9YJG4RN\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Wrinkle Resistant Long Sleeve Button Front Shirt\", \"asin\": \"B07BN1TY69\", \"price\": \"$32.24\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Kenneth Cole Unlisted Men's Dress Shirt Slim Fit Checks and Stripes (Patterned)\", \"asin\": \"B01M09HMWJ\", \"price\": \"$20.47\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Printed Dress Shirts Long Sleeve Regular Fit Button Down Shirt\", \"asin\": \"B0B6V446CC\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Button Down Long Sleeve Shirts Regular Fit Dress Shirts Business Casual Plaid Shirts\", \"asin\": \"B0C3PXYX9P\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Mens Casual Dress Shirts Plaid Button Down Shirt Long Sleeve Formal Business Gingham Shirt for Men\", \"asin\": \"B0CVWD3KNR\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0DGWM31P6\", \"price\": \"$47.70\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Regular Fit Gingham Button Down Collar Dress Shirt\", \"asin\": \"B00T3CJFFM\", \"price\": \"$23.74\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Casual Button Down Shirt Long Sleeve Linen Chambray Shirt\", \"asin\": \"B0BCG11186\", \"price\": \"$25.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Plaid Button Down Shirt Long Sleeve Dress Shirt Regular Fit Business Casual Gingham Shirts\", \"asin\": \"B0DJLSFKKX\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Casual Dress Shirt Button Down Shirts Long-Sleeve Plaid Collar Denim Work Shirt\", \"asin\": \"B075WV82T7\", \"price\": \"$26.78\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Plaid Button Down Shirt Long Sleeve Dress Shirts for Men Casual Wrinkle Free Regular Fit Work Shirt with Pocket\", \"asin\": \"B0D8SYKZ1M\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Plaid Dress Shirt Long Sleeve Business Casual Regular Fit Button Down Shirts\", \"asin\": \"B07RDKPFLH\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long Sleeve Shirt with Pocket Cotton Crew Neck Shirts Casual Lightweight T-Shirt\", \"asin\": \"B0C8T3C3YZ\", \"price\": \"$14.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long-Sleeve Flannel Shirt (Available in Big & Tall)\", \"asin\": \"B0866G8CB3\", \"price\": \"$23.70\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Big and Tall Stratton Flannel Long Sleeve Stretch Button Down Shirt\", \"asin\": \"B0DHFTC6HS\", \"price\": \"$30.25\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Plaid Button Down Shirts Cotton Long Sleeve Dress Shirts Regular Fit Gingham Shirts\", \"asin\": \"B0C49ZFTWX\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Long Sleeve Dress Shirt Plaid Collar Casual Button Down Shirts\", \"asin\": \"B07N3Z349X\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Paisley Cotton Long Sleeve Shirt Floral Print Casual Retro Button Down Shirt\", \"asin\": \"B0C24JBZ6Y\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long Sleeve Plaid Shirt\", \"asin\": \"B0DGDHKPFM\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Shirts Casual Crewneck Pullover T-Shirt Stretch Textured Knit Tee with Pocket\", \"asin\": \"B0D9Y9LJTP\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Flannel Plaid Shirt Casual Long Sleeve Button Down Shirts with Pockets\", \"asin\": \"B0C8HZWZYG\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Slim Fit 100% Cotton Plaid Shirts\", \"asin\": \"B08S3HJSX9\", \"price\": \"$22.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long Sleeve Henley Shirts Cotton 3-Button Spring Casual T-Shirts Solid Color Soft Basic Tops 2025\", \"asin\": \"B0CN92KJDT\", \"price\": \"$24.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Plaid Casual Slim Fit Long Sleeve Button Down Dress Shirts\", \"asin\": \"B06XCFKCC2\", \"price\": \"$27.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Plaid Mens Flannel Shirts Long Sleeve Dress Shirts for Men Casual Button Down Big and Tall Button Up Shirt\", \"asin\": \"B0D9NL487C\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Western Cowboy Long Sleeve Pearl Snap Casual Work Shirts\", \"asin\": \"B07Q7MQ35Z\", \"price\": \"$30.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Henley Long/Short Sleeve T-Shirt Cotton Casual Shirt\", \"asin\": \"B0CGRB8RFH\", \"price\": \"$19.88\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men Plaid Casual Slim Fit Long Sleeve Button Down Dress Shirts, S - 3XL\", \"asin\": \"B0D93QD4G9\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery May 23 - 30\"},\n {\"title\": \"Men's Business Dress Shirt Long Sleeve Slim Fit Casual Button Down Shirt\", \"asin\": \"B08X41NSXZ\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Pearl Snap Shirts for Men Long Sleeve Western Shirts for Men Vintage Casual Plaid Shirt Cowboy Shirts for Men\", \"asin\": \"B0CV4QQPKC\", \"price\": \"$39.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Slim Untucked Flex Shirt\", \"asin\": \"B0CV9KP2XF\", \"price\": \"$58.00\", \"delivery\": \"$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14\"},\n {\"title\": \"Men's Fashion Polo Shirts Casual Long Sleeve Golf Shirts Color Block Cotton Tops\", \"asin\": \"B0BG5CV94B\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:32:00.701Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
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2025-04-07T22:32:00.701Z
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click
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filter
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rule
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2025-04-07T22:32:00.701Z
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train
| 45 |
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click
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filter
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<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
<|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": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"ads": [
{
"title": "Go to detail page for \"Dubinik\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.",
"asin": "B08C7M57M5"
},
{
"title": "Go to detail page for \"Dubinik\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.",
"asin": "B08QD62WFH"
},
{
"title": "Go to detail page for \"Dubinik\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.",
"asin": "B08P6QDRSS"
}
],
"search_results": [
{"title": "Men's Transitional Weather Slim Fit Long Sleeve Button Down Shirt Business Casual Dress Shirts with Pocket", "asin": "B0DJ59RH4V", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Men's Long Sleeve Classic Woven Shirt", "asin": "B00XH7IAWS", "price": "$26.70", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Men's Regular-Fit Long-Sleeve Casual Poplin Shirt", "asin": "B0775PM9KG", "price": "$22.80", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Men's Buck Camp Flannel, Long Sleeve Plaid Button Down Casual Shirt, Corduroy Cuffs", "asin": "B012XWXVUI", "price": "$26.10", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Mens Casual Button Down Shirts Wrinkle Free 4-Way Stretch Dress Shirs Long Sleeve Plaid Business Shirts for Men", "asin": "B0D93FC2JN", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Solid Oxford Shirt Long Sleeve Dress Shirt Work Casual Button Down Shirts with Pocket", "asin": "B0BZDRBHJY", "price": "$23.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Performance Comfort Long Sleeve Plaid Button Down", "asin": "B08GQ82454", "price": "$27.14", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0D5MZY8QT", "price": "$47.70", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Slim-Fit Long-Sleeve Poplin Shirt", "asin": "B0775YR7JS", "price": "$19.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Mens Dress Shirts Stretch Long Sleeve Button Down Shirts Print Regular Fit Casual Busines Shirt", "asin": "B0D8QKZN1B", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Button Down Shirts Wrinkle Free 4-Way Stretch Print Business Casual Shirt", "asin": "B0BYHK1Z6Q", "price": "$14.99", "delivery": "FREE delivery Sun, Apr 13 for Prime members"},
{"title": "Mens Button Down Shirts Cotton Long Sleeve Shirts Regular Fit", "asin": "B079D8WTC7", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Button Down Shirts Plaid Long Sleeve Dress Shirts Regular-Fit Casual Shirt", "asin": "B0DBD64QJB", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Classic Fit Long Sleeve Signature Comfort Flex Shirt (Standard and Big & Tall)", "asin": "B078N6SQYN", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Mens Button Up Shirts Long Sleeve Casual Button Down Cotton Vintage Soft Plaid with Pocket", "asin": "B0CS2F6P99", "price": "$34.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Long Sleeve Shirts for Men Plaid Button Down Shirt Mens Casual Cotton Button Up Pocket Shirt", "asin": "B0D9YJG4RN", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Men's Wrinkle Resistant Long Sleeve Button Front Shirt", "asin": "B07BN1TY69", "price": "$32.24", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Kenneth Cole Unlisted Men's Dress Shirt Slim Fit Checks and Stripes (Patterned)", "asin": "B01M09HMWJ", "price": "$20.47", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Printed Dress Shirts Long Sleeve Regular Fit Button Down Shirt", "asin": "B0B6V446CC", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Button Down Long Sleeve Shirts Regular Fit Dress Shirts Business Casual Plaid Shirts", "asin": "B0C3PXYX9P", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Mens Casual Dress Shirts Plaid Button Down Shirt Long Sleeve Formal Business Gingham Shirt for Men", "asin": "B0CVWD3KNR", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0DGWM31P6", "price": "$47.70", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Regular Fit Gingham Button Down Collar Dress Shirt", "asin": "B00T3CJFFM", "price": "$23.74", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Men's Casual Button Down Shirt Long Sleeve Linen Chambray Shirt", "asin": "B0BCG11186", "price": "$25.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Plaid Button Down Shirt Long Sleeve Dress Shirt Regular Fit Business Casual Gingham Shirts", "asin": "B0DJLSFKKX", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Casual Dress Shirt Button Down Shirts Long-Sleeve Plaid Collar Denim Work Shirt", "asin": "B075WV82T7", "price": "$26.78", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Plaid Button Down Shirt Long Sleeve Dress Shirts for Men Casual Wrinkle Free Regular Fit Work Shirt with Pocket", "asin": "B0D8SYKZ1M", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Plaid Dress Shirt Long Sleeve Business Casual Regular Fit Button Down Shirts", "asin": "B07RDKPFLH", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Long Sleeve Shirt with Pocket Cotton Crew Neck Shirts Casual Lightweight T-Shirt", "asin": "B0C8T3C3YZ", "price": "$14.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Long-Sleeve Flannel Shirt (Available in Big & Tall)", "asin": "B0866G8CB3", "price": "$23.70", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Men's Big and Tall Stratton Flannel Long Sleeve Stretch Button Down Shirt", "asin": "B0DHFTC6HS", "price": "$30.25", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Plaid Button Down Shirts Cotton Long Sleeve Dress Shirts Regular Fit Gingham Shirts", "asin": "B0C49ZFTWX", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Men's Long Sleeve Dress Shirt Plaid Collar Casual Button Down Shirts", "asin": "B07N3Z349X", "price": "$26.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Paisley Cotton Long Sleeve Shirt Floral Print Casual Retro Button Down Shirt", "asin": "B0C24JBZ6Y", "price": "$33.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Long Sleeve Plaid Shirt", "asin": "B0DGDHKPFM", "price": "$24.99", "delivery": "FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10"},
{"title": "Men's Long Sleeve Shirts Casual Crewneck Pullover T-Shirt Stretch Textured Knit Tee with Pocket", "asin": "B0D9Y9LJTP", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Flannel Plaid Shirt Casual Long Sleeve Button Down Shirts with Pockets", "asin": "B0C8HZWZYG", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Long Sleeve Slim Fit 100% Cotton Plaid Shirts", "asin": "B08S3HJSX9", "price": "$22.97", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Long Sleeve Henley Shirts Cotton 3-Button Spring Casual T-Shirts Solid Color Soft Basic Tops 2025", "asin": "B0CN92KJDT", "price": "$24.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Plaid Casual Slim Fit Long Sleeve Button Down Dress Shirts", "asin": "B06XCFKCC2", "price": "$27.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Plaid Mens Flannel Shirts Long Sleeve Dress Shirts for Men Casual Button Down Big and Tall Button Up Shirt", "asin": "B0D9NL487C", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Western Cowboy Long Sleeve Pearl Snap Casual Work Shirts", "asin": "B07Q7MQ35Z", "price": "$30.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Henley Long/Short Sleeve T-Shirt Cotton Casual Shirt", "asin": "B0CGRB8RFH", "price": "$19.88", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men Plaid Casual Slim Fit Long Sleeve Button Down Dress Shirts, S - 3XL", "asin": "B0D93QD4G9", "price": "$25.99", "delivery": "FREE delivery May 23 - 30"},
{"title": "Men's Business Dress Shirt Long Sleeve Slim Fit Casual Button Down Shirt", "asin": "B08X41NSXZ", "price": "$23.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Pearl Snap Shirts for Men Long Sleeve Western Shirts for Men Vintage Casual Plaid Shirt Cowboy Shirts for Men", "asin": "B0CV4QQPKC", "price": "$39.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Long Sleeve Slim Untucked Flex Shirt", "asin": "B0CV9KP2XF", "price": "$58.00", "delivery": "$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14"},
{"title": "Men's Fashion Polo Shirts Casual Long Sleeve Golf Shirts Color Block Cotton Tops", "asin": "B0BG5CV94B", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-07T22:32:00.701Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>",
"index": 45,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Dubinik\\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\\\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.\",\n \"asin\": \"B08C7M57M5\"\n},\n {\n \"title\": \"Go to detail page for \\\"Dubinik\\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\\\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.\",\n \"asin\": \"B08QD62WFH\"\n},\n {\n \"title\": \"Go to detail page for \\\"Dubinik\\u00ae Denim Shirt Men Mens Denim Shirts Long Sleeve Mens Denim Button Down Shirt Cotton Regular Fit Casual Work Shirts.\\\" Rated 4.4 out of 5 stars by 2230 reviews. Eligible for Prime.\",\n \"asin\": \"B08P6QDRSS\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Men's Transitional Weather Slim Fit Long Sleeve Button Down Shirt Business Casual Dress Shirts with Pocket\", \"asin\": \"B0DJ59RH4V\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Long Sleeve Classic Woven Shirt\", \"asin\": \"B00XH7IAWS\", \"price\": \"$26.70\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Men's Regular-Fit Long-Sleeve Casual Poplin Shirt\", \"asin\": \"B0775PM9KG\", \"price\": \"$22.80\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Buck Camp Flannel, Long Sleeve Plaid Button Down Casual Shirt, Corduroy Cuffs\", \"asin\": \"B012XWXVUI\", \"price\": \"$26.10\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Mens Casual Button Down Shirts Wrinkle Free 4-Way Stretch Dress Shirs Long Sleeve Plaid Business Shirts for Men\", \"asin\": \"B0D93FC2JN\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Solid Oxford Shirt Long Sleeve Dress Shirt Work Casual Button Down Shirts with Pocket\", \"asin\": \"B0BZDRBHJY\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Performance Comfort Long Sleeve Plaid Button Down\", \"asin\": \"B08GQ82454\", \"price\": \"$27.14\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0D5MZY8QT\", \"price\": \"$47.70\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Slim-Fit Long-Sleeve Poplin Shirt\", \"asin\": \"B0775YR7JS\", \"price\": \"$19.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Mens Dress Shirts Stretch Long Sleeve Button Down Shirts Print Regular Fit Casual Busines Shirt\", \"asin\": \"B0D8QKZN1B\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Button Down Shirts Wrinkle Free 4-Way Stretch Print Business Casual Shirt\", \"asin\": \"B0BYHK1Z6Q\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Sun, Apr 13 for Prime members\"},\n {\"title\": \"Mens Button Down Shirts Cotton Long Sleeve Shirts Regular Fit\", \"asin\": \"B079D8WTC7\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Button Down Shirts Plaid Long Sleeve Dress Shirts Regular-Fit Casual Shirt\", \"asin\": \"B0DBD64QJB\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Classic Fit Long Sleeve Signature Comfort Flex Shirt (Standard and Big & Tall)\", \"asin\": \"B078N6SQYN\", \"price\": \"$34.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Mens Button Up Shirts Long Sleeve Casual Button Down Cotton Vintage Soft Plaid with Pocket\", \"asin\": \"B0CS2F6P99\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Long Sleeve Shirts for Men Plaid Button Down Shirt Mens Casual Cotton Button Up Pocket Shirt\", \"asin\": \"B0D9YJG4RN\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Wrinkle Resistant Long Sleeve Button Front Shirt\", \"asin\": \"B07BN1TY69\", \"price\": \"$32.24\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Kenneth Cole Unlisted Men's Dress Shirt Slim Fit Checks and Stripes (Patterned)\", \"asin\": \"B01M09HMWJ\", \"price\": \"$20.47\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Printed Dress Shirts Long Sleeve Regular Fit Button Down Shirt\", \"asin\": \"B0B6V446CC\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Button Down Long Sleeve Shirts Regular Fit Dress Shirts Business Casual Plaid Shirts\", \"asin\": \"B0C3PXYX9P\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Mens Casual Dress Shirts Plaid Button Down Shirt Long Sleeve Formal Business Gingham Shirt for Men\", \"asin\": \"B0CVWD3KNR\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0DGWM31P6\", \"price\": \"$47.70\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Regular Fit Gingham Button Down Collar Dress Shirt\", \"asin\": \"B00T3CJFFM\", \"price\": \"$23.74\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Casual Button Down Shirt Long Sleeve Linen Chambray Shirt\", \"asin\": \"B0BCG11186\", \"price\": \"$25.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Plaid Button Down Shirt Long Sleeve Dress Shirt Regular Fit Business Casual Gingham Shirts\", \"asin\": \"B0DJLSFKKX\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Casual Dress Shirt Button Down Shirts Long-Sleeve Plaid Collar Denim Work Shirt\", \"asin\": \"B075WV82T7\", \"price\": \"$26.78\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Plaid Button Down Shirt Long Sleeve Dress Shirts for Men Casual Wrinkle Free Regular Fit Work Shirt with Pocket\", \"asin\": \"B0D8SYKZ1M\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Plaid Dress Shirt Long Sleeve Business Casual Regular Fit Button Down Shirts\", \"asin\": \"B07RDKPFLH\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long Sleeve Shirt with Pocket Cotton Crew Neck Shirts Casual Lightweight T-Shirt\", \"asin\": \"B0C8T3C3YZ\", \"price\": \"$14.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long-Sleeve Flannel Shirt (Available in Big & Tall)\", \"asin\": \"B0866G8CB3\", \"price\": \"$23.70\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Big and Tall Stratton Flannel Long Sleeve Stretch Button Down Shirt\", \"asin\": \"B0DHFTC6HS\", \"price\": \"$30.25\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Plaid Button Down Shirts Cotton Long Sleeve Dress Shirts Regular Fit Gingham Shirts\", \"asin\": \"B0C49ZFTWX\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Men's Long Sleeve Dress Shirt Plaid Collar Casual Button Down Shirts\", \"asin\": \"B07N3Z349X\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Paisley Cotton Long Sleeve Shirt Floral Print Casual Retro Button Down Shirt\", \"asin\": \"B0C24JBZ6Y\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long Sleeve Plaid Shirt\", \"asin\": \"B0DGDHKPFM\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Shirts Casual Crewneck Pullover T-Shirt Stretch Textured Knit Tee with Pocket\", \"asin\": \"B0D9Y9LJTP\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Flannel Plaid Shirt Casual Long Sleeve Button Down Shirts with Pockets\", \"asin\": \"B0C8HZWZYG\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Slim Fit 100% Cotton Plaid Shirts\", \"asin\": \"B08S3HJSX9\", \"price\": \"$22.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long Sleeve Henley Shirts Cotton 3-Button Spring Casual T-Shirts Solid Color Soft Basic Tops 2025\", \"asin\": \"B0CN92KJDT\", \"price\": \"$24.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Plaid Casual Slim Fit Long Sleeve Button Down Dress Shirts\", \"asin\": \"B06XCFKCC2\", \"price\": \"$27.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Plaid Mens Flannel Shirts Long Sleeve Dress Shirts for Men Casual Button Down Big and Tall Button Up Shirt\", \"asin\": \"B0D9NL487C\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Western Cowboy Long Sleeve Pearl Snap Casual Work Shirts\", \"asin\": \"B07Q7MQ35Z\", \"price\": \"$30.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Henley Long/Short Sleeve T-Shirt Cotton Casual Shirt\", \"asin\": \"B0CGRB8RFH\", \"price\": \"$19.88\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men Plaid Casual Slim Fit Long Sleeve Button Down Dress Shirts, S - 3XL\", \"asin\": \"B0D93QD4G9\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery May 23 - 30\"},\n {\"title\": \"Men's Business Dress Shirt Long Sleeve Slim Fit Casual Button Down Shirt\", \"asin\": \"B08X41NSXZ\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Pearl Snap Shirts for Men Long Sleeve Western Shirts for Men Vintage Casual Plaid Shirt Cowboy Shirts for Men\", \"asin\": \"B0CV4QQPKC\", \"price\": \"$39.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Slim Untucked Flex Shirt\", \"asin\": \"B0CV9KP2XF\", \"price\": \"$58.00\", \"delivery\": \"$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14\"},\n {\"title\": \"Men's Fashion Polo Shirts Casual Long Sleeve Golf Shirts Color Block Cotton Tops\", \"asin\": \"B0BG5CV94B\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:32:00.701Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:46:27.644Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-07T22:46:27.644Z
|
input
|
清洁面膜
|
rule
|
2025-04-07T22:46:27.644Z
|
train
| 46 |
2025-04-07T22:46:27.644Z
|
input
|
清洁面膜
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
<|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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-07T22:46:27.644Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>清洁面膜</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>清洁面膜</answer_argument>",
"index": 46,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:46:27.644Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u6e05\\u6d01\\u9762\\u819c\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\\nAll Skin Type\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"quantity\": \"\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\\n3.53 Ounce (Pack of 1)\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"quantity\": \"\"},\n {\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\\nSensitive Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"quantity\": \"\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\\n5.07 Fl Oz (Pack of 1)\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Mamaearth Ubtan Face Pack with Turmeric & Saffron | De-Tan Mask Helps Remove Tanning & Restore Natural Glow | Helps Make Skin Soft & Supple | 3.53 Oz (100g)\\nAll Skin Type3.53 Ounce (Pack of 1)\", \"asin\": \"B07QSQCF9R\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\\nAll Skin Type1 Count (Pack of 23)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"quantity\": \"\"},\n {\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\\nDry Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"quantity\": \"\"},\n {\"title\": \"Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\\n5 Count (Pack of 1)\", \"asin\": \"B0B57P7676\", \"price\": \"$7.99\", \"quantity\": \"\"},\n {\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\\nNormal Skin Type3.52 Ounce (Pack of 1)\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"quantity\": \"\"},\n {\"title\": \"NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\\n2.4 Fl Oz (Pack of 1)\", \"asin\": \"B0DQNPZ542\", \"price\": \"$16.25\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin\",\n \"asin\": \"B0CWR4ZC1N\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)\", \"asin\": \"B0793P98MW\", \"price\": \"$14.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz\", \"asin\": \"B01NCM25K7\", \"price\": \"$16.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B01KSIO76G\", \"price\": \"$26.00\"},\n {\"title\": \"Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz\", \"asin\": \"B08YRD11VS\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Aztec Secret\\u2013 Indian Healing Clay 1 lb \\u2013 Deep Pore Cleansing Facial & Body Mask \\u2013 The Original 100% Natural Calcium Bentonite Clay \\u2013 New Version 2\", \"asin\": \"B081FK6L1G\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts\", \"asin\": \"B002LJYI9C\", \"price\": \"$28.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Clean Skin Club Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz\", \"asin\": \"B0DCDBWYDY\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz\", \"asin\": \"B00UREAGU8\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QPRXH2G\", \"price\": \"$21.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide\", \"asin\": \"B07FB3K984\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) | Extra Moisturizing Care | Hyaluronic Acid, Panthenol, Allantoin | Korean Face Mask\", \"asin\": \"B08TBJY2DP\", \"price\": \"$33.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.\", \"asin\": \"B0DBJ3N7M5\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.\", \"asin\": \"B0912BD42B\", \"price\": \"$20.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QWPYH88\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside\", \"asin\": \"B0842FGLJ6\", \"price\": \"$14.71\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin\", \"asin\": \"B07PD293BY\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Naruko Job's Tears Brightening Mask \\u7d05\\u858f\\u4ec1\\u5065\\u5eb7\\u96ea\\u767d\\u9762\\u819c\", \"asin\": \"B08LJ6HDBS\", \"price\": \"$20.00\", \"delivery\": \"FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon.\"},\n {\"title\": \"JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin\", \"asin\": \"B078X8H3JK\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane\", \"asin\": \"B098QWW43L\", \"price\": \"$15.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"EVE LOM Rescue Mask | Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.\", \"asin\": \"B001IIO66W\", \"price\": \"$58.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)\", \"asin\": \"B0C7Q3LL64\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Thu, Apr 10 Only 5 left in stock - order soon.\"},\n {\"title\": \"Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz\", \"asin\": \"B07SDQDMZ4\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:47:40.486Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-07T22:47:40.486Z
|
input
|
清洁面膜
|
rule
|
2025-04-07T22:47:40.486Z
|
train
| 47 |
2025-04-07T22:47:40.486Z
|
input
|
清洁面膜
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
<|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": "\u6e05\u6d01\u9762\u819c"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\nAll Skin Type", "asin": "B0034JTD0W", "price": "$47.00", "quantity": ""},
{"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\n3.53 Ounce (Pack of 1)", "asin": "B0D9LN6VDC", "price": "$24.49", "quantity": ""},
{"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\nSensitive Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B00175S7T8", "price": "$52.00", "quantity": ""},
{"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\n5.07 Fl Oz (Pack of 1)", "asin": "B0D4517144", "price": "$17.99", "quantity": ""},
{"title": "Mamaearth Ubtan Face Pack with Turmeric & Saffron | De-Tan Mask Helps Remove Tanning & Restore Natural Glow | Helps Make Skin Soft & Supple | 3.53 Oz (100g)\nAll Skin Type3.53 Ounce (Pack of 1)", "asin": "B07QSQCF9R", "price": "$14.88", "quantity": ""},
{"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\nAll Skin Type1 Count (Pack of 23)", "asin": "B08TM73DZ3", "price": "$31.05", "quantity": ""},
{"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\nDry Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B085JZSBJR", "price": "$32.30", "quantity": ""},
{"title": "Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\n5 Count (Pack of 1)", "asin": "B0B57P7676", "price": "$7.99", "quantity": ""},
{"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\nNormal Skin Type3.52 Ounce (Pack of 1)", "asin": "B0C42LDCM9", "price": "$45.00", "quantity": ""},
{"title": "NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\n2.4 Fl Oz (Pack of 1)", "asin": "B0DQNPZ542", "price": "$16.25", "quantity": ""}
],
"ads": [
{
"title": "MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin",
"asin": "B0CWR4ZC1N"
}
],
"search_results": [
{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B0034JTD0W", "price": "$47.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types", "asin": "B0C42LDCM9", "price": "$45.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)", "asin": "B0793P98MW", "price": "$14.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz", "asin": "B00175S7T8", "price": "$52.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz", "asin": "B01NCM25K7", "price": "$16.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B01KSIO76G", "price": "$26.00"},
{"title": "Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz", "asin": "B08YRD11VS", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Aztec Secret\u2013 Indian Healing Clay 1 lb \u2013 Deep Pore Cleansing Facial & Body Mask \u2013 The Original 100% Natural Calcium Bentonite Clay \u2013 New Version 2", "asin": "B081FK6L1G", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts", "asin": "B002LJYI9C", "price": "$28.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Clean Skin Club Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz", "asin": "B0DCDBWYDY", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz", "asin": "B00UREAGU8", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QPRXH2G", "price": "$21.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide", "asin": "B07FB3K984", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) | Extra Moisturizing Care | Hyaluronic Acid, Panthenol, Allantoin | Korean Face Mask", "asin": "B08TBJY2DP", "price": "$33.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz", "asin": "B085JZSBJR", "price": "$32.30", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.", "asin": "B0DBJ3N7M5", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)", "asin": "B08TM73DZ3", "price": "$31.05", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.", "asin": "B0912BD42B", "price": "$20.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QWPYH88", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside", "asin": "B0842FGLJ6", "price": "$14.71", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin", "asin": "B07PD293BY", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Naruko Job's Tears Brightening Mask \u7d05\u858f\u4ec1\u5065\u5eb7\u96ea\u767d\u9762\u819c", "asin": "B08LJ6HDBS", "price": "$20.00", "delivery": "FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon."},
{"title": "JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin", "asin": "B078X8H3JK", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane", "asin": "B098QWW43L", "price": "$15.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "EVE LOM Rescue Mask | Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.", "asin": "B001IIO66W", "price": "$58.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)", "asin": "B0C7Q3LL64", "price": "$14.99", "delivery": "FREE delivery Thu, Apr 10 Only 5 left in stock - order soon."},
{"title": "Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz", "asin": "B07SDQDMZ4"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-07T22:47:40.486Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>清洁面膜</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>清洁面膜</answer_argument>",
"index": 47,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u6e05\\u6d01\\u9762\\u819c\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\\nAll Skin Type\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"quantity\": \"\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\\n3.53 Ounce (Pack of 1)\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"quantity\": \"\"},\n {\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\\nSensitive Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"quantity\": \"\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\\n5.07 Fl Oz (Pack of 1)\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Mamaearth Ubtan Face Pack with Turmeric & Saffron | De-Tan Mask Helps Remove Tanning & Restore Natural Glow | Helps Make Skin Soft & Supple | 3.53 Oz (100g)\\nAll Skin Type3.53 Ounce (Pack of 1)\", \"asin\": \"B07QSQCF9R\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\\nAll Skin Type1 Count (Pack of 23)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"quantity\": \"\"},\n {\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\\nDry Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"quantity\": \"\"},\n {\"title\": \"Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\\n5 Count (Pack of 1)\", \"asin\": \"B0B57P7676\", \"price\": \"$7.99\", \"quantity\": \"\"},\n {\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\\nNormal Skin Type3.52 Ounce (Pack of 1)\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"quantity\": \"\"},\n {\"title\": \"NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\\n2.4 Fl Oz (Pack of 1)\", \"asin\": \"B0DQNPZ542\", \"price\": \"$16.25\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin\",\n \"asin\": \"B0CWR4ZC1N\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)\", \"asin\": \"B0793P98MW\", \"price\": \"$14.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz\", \"asin\": \"B01NCM25K7\", \"price\": \"$16.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B01KSIO76G\", \"price\": \"$26.00\"},\n {\"title\": \"Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz\", \"asin\": \"B08YRD11VS\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Aztec Secret\\u2013 Indian Healing Clay 1 lb \\u2013 Deep Pore Cleansing Facial & Body Mask \\u2013 The Original 100% Natural Calcium Bentonite Clay \\u2013 New Version 2\", \"asin\": \"B081FK6L1G\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts\", \"asin\": \"B002LJYI9C\", \"price\": \"$28.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Clean Skin Club Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz\", \"asin\": \"B0DCDBWYDY\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz\", \"asin\": \"B00UREAGU8\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QPRXH2G\", \"price\": \"$21.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide\", \"asin\": \"B07FB3K984\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) | Extra Moisturizing Care | Hyaluronic Acid, Panthenol, Allantoin | Korean Face Mask\", \"asin\": \"B08TBJY2DP\", \"price\": \"$33.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.\", \"asin\": \"B0DBJ3N7M5\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.\", \"asin\": \"B0912BD42B\", \"price\": \"$20.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QWPYH88\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside\", \"asin\": \"B0842FGLJ6\", \"price\": \"$14.71\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin\", \"asin\": \"B07PD293BY\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Naruko Job's Tears Brightening Mask \\u7d05\\u858f\\u4ec1\\u5065\\u5eb7\\u96ea\\u767d\\u9762\\u819c\", \"asin\": \"B08LJ6HDBS\", \"price\": \"$20.00\", \"delivery\": \"FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon.\"},\n {\"title\": \"JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin\", \"asin\": \"B078X8H3JK\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane\", \"asin\": \"B098QWW43L\", \"price\": \"$15.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"EVE LOM Rescue Mask | Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.\", \"asin\": \"B001IIO66W\", \"price\": \"$58.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)\", \"asin\": \"B0C7Q3LL64\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Thu, Apr 10 Only 5 left in stock - order soon.\"},\n {\"title\": \"Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz\", \"asin\": \"B07SDQDMZ4\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:47:40.486Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u6e05\\u6d01\\u9762\\u819c\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\\nAll Skin Type\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"quantity\": \"\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\\n3.53 Ounce (Pack of 1)\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"quantity\": \"\"},\n {\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\\nSensitive Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"quantity\": \"\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\\n5.07 Fl Oz (Pack of 1)\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Mamaearth Ubtan Face Pack with Turmeric & Saffron | De-Tan Mask Helps Remove Tanning & Restore Natural Glow | Helps Make Skin Soft & Supple | 3.53 Oz (100g)\\nAll Skin Type3.53 Ounce (Pack of 1)\", \"asin\": \"B07QSQCF9R\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\\nAll Skin Type1 Count (Pack of 23)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"quantity\": \"\"},\n {\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\\nDry Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"quantity\": \"\"},\n {\"title\": \"Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\\n5 Count (Pack of 1)\", \"asin\": \"B0B57P7676\", \"price\": \"$7.99\", \"quantity\": \"\"},\n {\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\\nNormal Skin Type3.52 Ounce (Pack of 1)\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"quantity\": \"\"},\n {\"title\": \"NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\\n2.4 Fl Oz (Pack of 1)\", \"asin\": \"B0DQNPZ542\", \"price\": \"$16.25\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin\",\n \"asin\": \"B0CWR4ZC1N\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)\", \"asin\": \"B0793P98MW\", \"price\": \"$14.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz\", \"asin\": \"B01NCM25K7\", \"price\": \"$16.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B01KSIO76G\", \"price\": \"$26.00\"},\n {\"title\": \"Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz\", \"asin\": \"B08YRD11VS\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Aztec Secret\\u2013 Indian Healing Clay 1 lb \\u2013 Deep Pore Cleansing Facial & Body Mask \\u2013 The Original 100% Natural Calcium Bentonite Clay \\u2013 New Version 2\", \"asin\": \"B081FK6L1G\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts\", \"asin\": \"B002LJYI9C\", \"price\": \"$28.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Clean Skin Club Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz\", \"asin\": \"B0DCDBWYDY\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz\", \"asin\": \"B00UREAGU8\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QPRXH2G\", \"price\": \"$21.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide\", \"asin\": \"B07FB3K984\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) | Extra Moisturizing Care | Hyaluronic Acid, Panthenol, Allantoin | Korean Face Mask\", \"asin\": \"B08TBJY2DP\", \"price\": \"$33.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.\", \"asin\": \"B0DBJ3N7M5\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.\", \"asin\": \"B0912BD42B\", \"price\": \"$20.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QWPYH88\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside\", \"asin\": \"B0842FGLJ6\", \"price\": \"$14.71\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin\", \"asin\": \"B07PD293BY\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Naruko Job's Tears Brightening Mask \\u7d05\\u858f\\u4ec1\\u5065\\u5eb7\\u96ea\\u767d\\u9762\\u819c\", \"asin\": \"B08LJ6HDBS\", \"price\": \"$20.00\", \"delivery\": \"FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon.\"},\n {\"title\": \"JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin\", \"asin\": \"B078X8H3JK\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane\", \"asin\": \"B098QWW43L\", \"price\": \"$15.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"EVE LOM Rescue Mask | Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.\", \"asin\": \"B001IIO66W\", \"price\": \"$58.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)\", \"asin\": \"B0C7Q3LL64\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Thu, Apr 10 Only 5 left in stock - order soon.\"},\n {\"title\": \"Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz\", \"asin\": \"B07SDQDMZ4\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:47:45.438Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-07T22:47:45.438Z
|
input
|
面膜
|
rule
|
2025-04-07T22:47:45.438Z
|
train
| 48 |
2025-04-07T22:47:45.438Z
|
input
|
面膜
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
<|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": "\u6e05\u6d01\u9762\u819c"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\nAll Skin Type", "asin": "B0034JTD0W", "price": "$47.00", "quantity": ""},
{"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\n3.53 Ounce (Pack of 1)", "asin": "B0D9LN6VDC", "price": "$24.49", "quantity": ""},
{"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\nSensitive Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B00175S7T8", "price": "$52.00", "quantity": ""},
{"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\n5.07 Fl Oz (Pack of 1)", "asin": "B0D4517144", "price": "$17.99", "quantity": ""},
{"title": "Mamaearth Ubtan Face Pack with Turmeric & Saffron | De-Tan Mask Helps Remove Tanning & Restore Natural Glow | Helps Make Skin Soft & Supple | 3.53 Oz (100g)\nAll Skin Type3.53 Ounce (Pack of 1)", "asin": "B07QSQCF9R", "price": "$14.88", "quantity": ""},
{"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\nAll Skin Type1 Count (Pack of 23)", "asin": "B08TM73DZ3", "price": "$31.05", "quantity": ""},
{"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\nDry Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B085JZSBJR", "price": "$32.30", "quantity": ""},
{"title": "Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\n5 Count (Pack of 1)", "asin": "B0B57P7676", "price": "$7.99", "quantity": ""},
{"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\nNormal Skin Type3.52 Ounce (Pack of 1)", "asin": "B0C42LDCM9", "price": "$45.00", "quantity": ""},
{"title": "NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\n2.4 Fl Oz (Pack of 1)", "asin": "B0DQNPZ542", "price": "$16.25", "quantity": ""}
],
"ads": [
{
"title": "MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin",
"asin": "B0CWR4ZC1N"
}
],
"search_results": [
{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B0034JTD0W", "price": "$47.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types", "asin": "B0C42LDCM9", "price": "$45.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)", "asin": "B0793P98MW", "price": "$14.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz", "asin": "B00175S7T8", "price": "$52.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz", "asin": "B01NCM25K7", "price": "$16.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B01KSIO76G", "price": "$26.00"},
{"title": "Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz", "asin": "B08YRD11VS", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Aztec Secret\u2013 Indian Healing Clay 1 lb \u2013 Deep Pore Cleansing Facial & Body Mask \u2013 The Original 100% Natural Calcium Bentonite Clay \u2013 New Version 2", "asin": "B081FK6L1G", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts", "asin": "B002LJYI9C", "price": "$28.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Clean Skin Club Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz", "asin": "B0DCDBWYDY", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz", "asin": "B00UREAGU8", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QPRXH2G", "price": "$21.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide", "asin": "B07FB3K984", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) | Extra Moisturizing Care | Hyaluronic Acid, Panthenol, Allantoin | Korean Face Mask", "asin": "B08TBJY2DP", "price": "$33.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz", "asin": "B085JZSBJR", "price": "$32.30", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.", "asin": "B0DBJ3N7M5", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)", "asin": "B08TM73DZ3", "price": "$31.05", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.", "asin": "B0912BD42B", "price": "$20.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QWPYH88", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside", "asin": "B0842FGLJ6", "price": "$14.71", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin", "asin": "B07PD293BY", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Naruko Job's Tears Brightening Mask \u7d05\u858f\u4ec1\u5065\u5eb7\u96ea\u767d\u9762\u819c", "asin": "B08LJ6HDBS", "price": "$20.00", "delivery": "FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon."},
{"title": "JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin", "asin": "B078X8H3JK", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane", "asin": "B098QWW43L", "price": "$15.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "EVE LOM Rescue Mask | Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.", "asin": "B001IIO66W", "price": "$58.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)", "asin": "B0C7Q3LL64", "price": "$14.99", "delivery": "FREE delivery Thu, Apr 10 Only 5 left in stock - order soon."},
{"title": "Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz", "asin": "B07SDQDMZ4"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-07T22:47:45.438Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>面膜</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>面膜</answer_argument>",
"index": 48,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u6e05\\u6d01\\u9762\\u819c\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\\nAll Skin Type\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"quantity\": \"\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\\n3.53 Ounce (Pack of 1)\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"quantity\": \"\"},\n {\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\\nSensitive Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"quantity\": \"\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\\n5.07 Fl Oz (Pack of 1)\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Mamaearth Ubtan Face Pack with Turmeric & Saffron | De-Tan Mask Helps Remove Tanning & Restore Natural Glow | Helps Make Skin Soft & Supple | 3.53 Oz (100g)\\nAll Skin Type3.53 Ounce (Pack of 1)\", \"asin\": \"B07QSQCF9R\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\\nAll Skin Type1 Count (Pack of 23)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"quantity\": \"\"},\n {\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\\nDry Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"quantity\": \"\"},\n {\"title\": \"Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\\n5 Count (Pack of 1)\", \"asin\": \"B0B57P7676\", \"price\": \"$7.99\", \"quantity\": \"\"},\n {\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\\nNormal Skin Type3.52 Ounce (Pack of 1)\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"quantity\": \"\"},\n {\"title\": \"NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\\n2.4 Fl Oz (Pack of 1)\", \"asin\": \"B0DQNPZ542\", \"price\": \"$16.25\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin\",\n \"asin\": \"B0CWR4ZC1N\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)\", \"asin\": \"B0793P98MW\", \"price\": \"$14.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz\", \"asin\": \"B01NCM25K7\", \"price\": \"$16.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B01KSIO76G\", \"price\": \"$26.00\"},\n {\"title\": \"Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz\", \"asin\": \"B08YRD11VS\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Aztec Secret\\u2013 Indian Healing Clay 1 lb \\u2013 Deep Pore Cleansing Facial & Body Mask \\u2013 The Original 100% Natural Calcium Bentonite Clay \\u2013 New Version 2\", \"asin\": \"B081FK6L1G\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts\", \"asin\": \"B002LJYI9C\", \"price\": \"$28.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Clean Skin Club Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz\", \"asin\": \"B0DCDBWYDY\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz\", \"asin\": \"B00UREAGU8\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QPRXH2G\", \"price\": \"$21.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide\", \"asin\": \"B07FB3K984\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) | Extra Moisturizing Care | Hyaluronic Acid, Panthenol, Allantoin | Korean Face Mask\", \"asin\": \"B08TBJY2DP\", \"price\": \"$33.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.\", \"asin\": \"B0DBJ3N7M5\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.\", \"asin\": \"B0912BD42B\", \"price\": \"$20.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QWPYH88\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside\", \"asin\": \"B0842FGLJ6\", \"price\": \"$14.71\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin\", \"asin\": \"B07PD293BY\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Naruko Job's Tears Brightening Mask \\u7d05\\u858f\\u4ec1\\u5065\\u5eb7\\u96ea\\u767d\\u9762\\u819c\", \"asin\": \"B08LJ6HDBS\", \"price\": \"$20.00\", \"delivery\": \"FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon.\"},\n {\"title\": \"JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin\", \"asin\": \"B078X8H3JK\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane\", \"asin\": \"B098QWW43L\", \"price\": \"$15.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"EVE LOM Rescue Mask | Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.\", \"asin\": \"B001IIO66W\", \"price\": \"$58.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)\", \"asin\": \"B0C7Q3LL64\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Thu, Apr 10 Only 5 left in stock - order soon.\"},\n {\"title\": \"Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz\", \"asin\": \"B07SDQDMZ4\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:47:45.438Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u6e05\\u6d01\\u9762\\u819c\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\\nAll Skin Type\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"quantity\": \"\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\\n3.53 Ounce (Pack of 1)\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"quantity\": \"\"},\n {\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\\nSensitive Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"quantity\": \"\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\\n5.07 Fl Oz (Pack of 1)\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Mamaearth Ubtan Face Pack with Turmeric & Saffron | De-Tan Mask Helps Remove Tanning & Restore Natural Glow | Helps Make Skin Soft & Supple | 3.53 Oz (100g)\\nAll Skin Type3.53 Ounce (Pack of 1)\", \"asin\": \"B07QSQCF9R\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\\nAll Skin Type1 Count (Pack of 23)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"quantity\": \"\"},\n {\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\\nDry Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"quantity\": \"\"},\n {\"title\": \"Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\\n5 Count (Pack of 1)\", \"asin\": \"B0B57P7676\", \"price\": \"$7.99\", \"quantity\": \"\"},\n {\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\\nNormal Skin Type3.52 Ounce (Pack of 1)\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"quantity\": \"\"},\n {\"title\": \"NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\\n2.4 Fl Oz (Pack of 1)\", \"asin\": \"B0DQNPZ542\", \"price\": \"$16.25\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin\",\n \"asin\": \"B0CWR4ZC1N\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)\", \"asin\": \"B0793P98MW\", \"price\": \"$14.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz\", \"asin\": \"B01NCM25K7\", \"price\": \"$16.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B01KSIO76G\", \"price\": \"$26.00\"},\n {\"title\": \"Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz\", \"asin\": \"B08YRD11VS\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Aztec Secret\\u2013 Indian Healing Clay 1 lb \\u2013 Deep Pore Cleansing Facial & Body Mask \\u2013 The Original 100% Natural Calcium Bentonite Clay \\u2013 New Version 2\", \"asin\": \"B081FK6L1G\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts\", \"asin\": \"B002LJYI9C\", \"price\": \"$28.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Clean Skin Club Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz\", \"asin\": \"B0DCDBWYDY\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz\", \"asin\": \"B00UREAGU8\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QPRXH2G\", \"price\": \"$21.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide\", \"asin\": \"B07FB3K984\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) | Extra Moisturizing Care | Hyaluronic Acid, Panthenol, Allantoin | Korean Face Mask\", \"asin\": \"B08TBJY2DP\", \"price\": \"$33.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.\", \"asin\": \"B0DBJ3N7M5\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.\", \"asin\": \"B0912BD42B\", \"price\": \"$20.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QWPYH88\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside\", \"asin\": \"B0842FGLJ6\", \"price\": \"$14.71\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin\", \"asin\": \"B07PD293BY\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Naruko Job's Tears Brightening Mask \\u7d05\\u858f\\u4ec1\\u5065\\u5eb7\\u96ea\\u767d\\u9762\\u819c\", \"asin\": \"B08LJ6HDBS\", \"price\": \"$20.00\", \"delivery\": \"FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon.\"},\n {\"title\": \"JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin\", \"asin\": \"B078X8H3JK\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane\", \"asin\": \"B098QWW43L\", \"price\": \"$15.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"EVE LOM Rescue Mask | Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.\", \"asin\": \"B001IIO66W\", \"price\": \"$58.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)\", \"asin\": \"B0C7Q3LL64\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Thu, Apr 10 Only 5 left in stock - order soon.\"},\n {\"title\": \"Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz\", \"asin\": \"B07SDQDMZ4\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:47:55.223Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-07T22:47:55.223Z
|
input
|
科颜氏 面膜
|
rule
|
2025-04-07T22:47:55.223Z
|
train
| 49 |
2025-04-07T22:47:55.223Z
|
input
|
科颜氏 面膜
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
<|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": "\u6e05\u6d01\u9762\u819c"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\nAll Skin Type", "asin": "B0034JTD0W", "price": "$47.00", "quantity": ""},
{"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\n3.53 Ounce (Pack of 1)", "asin": "B0D9LN6VDC", "price": "$24.49", "quantity": ""},
{"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\nSensitive Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B00175S7T8", "price": "$52.00", "quantity": ""},
{"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\n5.07 Fl Oz (Pack of 1)", "asin": "B0D4517144", "price": "$17.99", "quantity": ""},
{"title": "Mamaearth Ubtan Face Pack with Turmeric & Saffron | De-Tan Mask Helps Remove Tanning & Restore Natural Glow | Helps Make Skin Soft & Supple | 3.53 Oz (100g)\nAll Skin Type3.53 Ounce (Pack of 1)", "asin": "B07QSQCF9R", "price": "$14.88", "quantity": ""},
{"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\nAll Skin Type1 Count (Pack of 23)", "asin": "B08TM73DZ3", "price": "$31.05", "quantity": ""},
{"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\nDry Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B085JZSBJR", "price": "$32.30", "quantity": ""},
{"title": "Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\n5 Count (Pack of 1)", "asin": "B0B57P7676", "price": "$7.99", "quantity": ""},
{"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\nNormal Skin Type3.52 Ounce (Pack of 1)", "asin": "B0C42LDCM9", "price": "$45.00", "quantity": ""},
{"title": "NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\n2.4 Fl Oz (Pack of 1)", "asin": "B0DQNPZ542", "price": "$16.25", "quantity": ""}
],
"ads": [
{
"title": "MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin",
"asin": "B0CWR4ZC1N"
}
],
"search_results": [
{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B0034JTD0W", "price": "$47.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types", "asin": "B0C42LDCM9", "price": "$45.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)", "asin": "B0793P98MW", "price": "$14.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz", "asin": "B00175S7T8", "price": "$52.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz", "asin": "B01NCM25K7", "price": "$16.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B01KSIO76G", "price": "$26.00"},
{"title": "Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz", "asin": "B08YRD11VS", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Aztec Secret\u2013 Indian Healing Clay 1 lb \u2013 Deep Pore Cleansing Facial & Body Mask \u2013 The Original 100% Natural Calcium Bentonite Clay \u2013 New Version 2", "asin": "B081FK6L1G", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts", "asin": "B002LJYI9C", "price": "$28.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Clean Skin Club Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz", "asin": "B0DCDBWYDY", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz", "asin": "B00UREAGU8", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QPRXH2G", "price": "$21.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide", "asin": "B07FB3K984", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) | Extra Moisturizing Care | Hyaluronic Acid, Panthenol, Allantoin | Korean Face Mask", "asin": "B08TBJY2DP", "price": "$33.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz", "asin": "B085JZSBJR", "price": "$32.30", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.", "asin": "B0DBJ3N7M5", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)", "asin": "B08TM73DZ3", "price": "$31.05", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.", "asin": "B0912BD42B", "price": "$20.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QWPYH88", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside", "asin": "B0842FGLJ6", "price": "$14.71", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin", "asin": "B07PD293BY", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "Naruko Job's Tears Brightening Mask \u7d05\u858f\u4ec1\u5065\u5eb7\u96ea\u767d\u9762\u819c", "asin": "B08LJ6HDBS", "price": "$20.00", "delivery": "FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon."},
{"title": "JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin", "asin": "B078X8H3JK", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane", "asin": "B098QWW43L", "price": "$15.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
{"title": "EVE LOM Rescue Mask | Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.", "asin": "B001IIO66W", "price": "$58.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
{"title": "Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)", "asin": "B0C7Q3LL64", "price": "$14.99", "delivery": "FREE delivery Thu, Apr 10 Only 5 left in stock - order soon."},
{"title": "Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz", "asin": "B07SDQDMZ4"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-07T22:47:55.223Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>科颜氏 面膜</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>科颜氏 面膜</answer_argument>",
"index": 49,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u6e05\\u6d01\\u9762\\u819c\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\\nAll Skin Type\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"quantity\": \"\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\\n3.53 Ounce (Pack of 1)\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"quantity\": \"\"},\n {\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\\nSensitive Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"quantity\": \"\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\\n5.07 Fl Oz (Pack of 1)\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"Mamaearth Ubtan Face Pack with Turmeric & Saffron | De-Tan Mask Helps Remove Tanning & Restore Natural Glow | Helps Make Skin Soft & Supple | 3.53 Oz (100g)\\nAll Skin Type3.53 Ounce (Pack of 1)\", \"asin\": \"B07QSQCF9R\", \"price\": \"$14.88\", \"quantity\": \"\"},\n {\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\\nAll Skin Type1 Count (Pack of 23)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"quantity\": \"\"},\n {\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\\nDry Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"quantity\": \"\"},\n {\"title\": \"Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\\n5 Count (Pack of 1)\", \"asin\": \"B0B57P7676\", \"price\": \"$7.99\", \"quantity\": \"\"},\n {\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\\nNormal Skin Type3.52 Ounce (Pack of 1)\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"quantity\": \"\"},\n {\"title\": \"NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\\n2.4 Fl Oz (Pack of 1)\", \"asin\": \"B0DQNPZ542\", \"price\": \"$16.25\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin\",\n \"asin\": \"B0CWR4ZC1N\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)\", \"asin\": \"B0793P98MW\", \"price\": \"$14.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz\", \"asin\": \"B01NCM25K7\", \"price\": \"$16.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B01KSIO76G\", \"price\": \"$26.00\"},\n {\"title\": \"Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz\", \"asin\": \"B08YRD11VS\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Aztec Secret\\u2013 Indian Healing Clay 1 lb \\u2013 Deep Pore Cleansing Facial & Body Mask \\u2013 The Original 100% Natural Calcium Bentonite Clay \\u2013 New Version 2\", \"asin\": \"B081FK6L1G\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts\", \"asin\": \"B002LJYI9C\", \"price\": \"$28.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Clean Skin Club Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz\", \"asin\": \"B0DCDBWYDY\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz\", \"asin\": \"B00UREAGU8\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QPRXH2G\", \"price\": \"$21.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide\", \"asin\": \"B07FB3K984\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) | Extra Moisturizing Care | Hyaluronic Acid, Panthenol, Allantoin | Korean Face Mask\", \"asin\": \"B08TBJY2DP\", \"price\": \"$33.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.\", \"asin\": \"B0DBJ3N7M5\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set | Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.\", \"asin\": \"B0912BD42B\", \"price\": \"$20.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QWPYH88\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside\", \"asin\": \"B0842FGLJ6\", \"price\": \"$14.71\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin\", \"asin\": \"B07PD293BY\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"Naruko Job's Tears Brightening Mask \\u7d05\\u858f\\u4ec1\\u5065\\u5eb7\\u96ea\\u767d\\u9762\\u819c\", \"asin\": \"B08LJ6HDBS\", \"price\": \"$20.00\", \"delivery\": \"FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon.\"},\n {\"title\": \"JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin\", \"asin\": \"B078X8H3JK\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane\", \"asin\": \"B098QWW43L\", \"price\": \"$15.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n {\"title\": \"EVE LOM Rescue Mask | Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.\", \"asin\": \"B001IIO66W\", \"price\": \"$58.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n {\"title\": \"Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)\", \"asin\": \"B0C7Q3LL64\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Thu, Apr 10 Only 5 left in stock - order soon.\"},\n {\"title\": \"Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz\", \"asin\": \"B07SDQDMZ4\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:47:55.223Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"search_results\": [\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Houndstooth Dress Shirt\", \"asin\": \"B0DKYLXPFD\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Commuter Shirt, Performance Dress Shirts for Men, Machine Washable, Wrinkle Resistant, Classic Fit\", \"asin\": \"B0BYLCQ7Q3\", \"price\": \"$138.00\", \"delivery\": \"FREE delivery Apr 11 - 15\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKY9LH2S\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Tailored Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKY9VG6F\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Geometric Dress Shirt\", \"asin\": \"B0DPXT3C95\", \"price\": \"$85.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0DGWC1Y5C\", \"price\": \"$54.69\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0D5N87RJ7\", \"price\": \"$79.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Non-Iron Long Sleeve Button Down Sport Shirt\", \"asin\": \"B0BWSGX4YK\", \"price\": \"$82.49\", \"delivery\": \"FREE delivery Tue, Apr 15 Or fastest delivery Wed, Apr 9\"},\n {\"title\": \"Men's Classic Fit Stretch Solid Long Sleeve Button Down Shirt\", \"asin\": \"B072LLCV3T\", \"price\": \"$68.42\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Long Sleeve Slim Untucked Flex Shirt\", \"asin\": \"B0CV9KP2XF\", \"price\": \"$58.00\", \"delivery\": \"$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14\"},\n {\"title\": \"Men's Classic Long Sleeve Oxford Shirt\", \"asin\": \"B0BTDTPTT4\", \"price\": \"$106.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Tailored Fit Non-Iron Cotton Stripe Dress Shirt\", \"asin\": \"B0DPXT5L7Y\", \"price\": \"$85.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Gingham Dress Shirt\", \"asin\": \"B0DKY94Q7V\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Slim Fit Cotton Pique Shirts for Men Casual Long Sleeve Button Down Moisture Wicking\", \"asin\": \"B0DGQ2PL4F\", \"price\": \"$79.00\", \"delivery\": \"FREE delivery Sat, Apr 12 for Prime members\"},\n {\"title\": \"Men's Gingham Stretch Poplin Shirt\", \"asin\": \"B0BVGPFWGC\", \"price\": \"$98.50\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Oxford Long Sleeve Sport Shirt\", \"asin\": \"B0CWB3P9QT\", \"price\": \"$108.00\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members\"},\n {\"title\": \"Men's Friday Sport Shirt\", \"asin\": \"B0BQSLWX5S\", \"price\": \"$89.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Classic Oxford Long Sleeve Sport Shirt\", \"asin\": \"B0DQHDCN29\", \"price\": \"$104.99\", \"delivery\": \"FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Classic Fit Long Sleeve Button Down Shirt\", \"asin\": \"B0DV6NY38Z\", \"price\": \"$59.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Slim Fit Non-Iron Cotton Check Dress Shirt\", \"asin\": \"B0DKYQPDR9\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Comfort Stretch Non-Iron Stripe Dress Shirt\", \"asin\": \"B0DPXSZKCL\", \"price\": \"$125.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Cotton Stripe Casual Shirt\", \"asin\": \"B0DS6MC811\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKYFK4YM\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Slim-fit Long-Sleeve Plaid Shirt\", \"asin\": \"B0CSGWKLD3\", \"price\": \"$58.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long Sleeve Regular Fit Gingham Button Down Shirt\", \"asin\": \"B0BZZTFTBY\", \"price\": \"$95.45\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Green Carolina Panthers Anchor Gingham Long Sleeve Button-Up Shirt\", \"asin\": \"B07J5FNQGZ\", \"price\": \"$73.08\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Cotton and Wool Blend Checked Flannel Shirt\", \"asin\": \"B0BZZTQ5GW\", \"price\": \"$100.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Check Dress Shirt\", \"asin\": \"B0DKYBJTJT\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Anchor Gingham Tailored Fit Button Up Shirt\", \"asin\": \"B07J5Y9HLF\", \"price\": \"$79.52\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Oxford Button Down Shirt (M, CheckeredGreen) Medium\", \"asin\": \"B0BHTKYPCP\", \"price\": \"$124.00\", \"delivery\": \"FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T23:37:23.056Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-07T23:37:23.056Z
|
input
|
吊坠
|
rule
|
2025-04-07T23:37:23.056Z
|
train
| 50 |
2025-04-07T23:37:23.056Z
|
input
|
吊坠
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
<|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": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"search_results": [
{"title": "Men's Classic Fit Non-Iron Cotton Houndstooth Dress Shirt", "asin": "B0DKYLXPFD", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Men's Commuter Shirt, Performance Dress Shirts for Men, Machine Washable, Wrinkle Resistant, Classic Fit", "asin": "B0BYLCQ7Q3", "price": "$138.00", "delivery": "FREE delivery Apr 11 - 15"},
{"title": "Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKY9LH2S", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Men's Tailored Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKY9VG6F", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Men's Classic Fit Non-Iron Cotton Geometric Dress Shirt", "asin": "B0DPXT3C95", "price": "$85.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0DGWC1Y5C", "price": "$54.69", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0D5N87RJ7", "price": "$79.50", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Non-Iron Long Sleeve Button Down Sport Shirt", "asin": "B0BWSGX4YK", "price": "$82.49", "delivery": "FREE delivery Tue, Apr 15 Or fastest delivery Wed, Apr 9"},
{"title": "Men's Classic Fit Stretch Solid Long Sleeve Button Down Shirt", "asin": "B072LLCV3T", "price": "$68.42", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Long Sleeve Slim Untucked Flex Shirt", "asin": "B0CV9KP2XF", "price": "$58.00", "delivery": "$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14"},
{"title": "Men's Classic Long Sleeve Oxford Shirt", "asin": "B0BTDTPTT4", "price": "$106.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Tailored Fit Non-Iron Cotton Stripe Dress Shirt", "asin": "B0DPXT5L7Y", "price": "$85.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Men's Classic Fit Non-Iron Cotton Gingham Dress Shirt", "asin": "B0DKY94Q7V", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Slim Fit Cotton Pique Shirts for Men Casual Long Sleeve Button Down Moisture Wicking", "asin": "B0DGQ2PL4F", "price": "$79.00", "delivery": "FREE delivery Sat, Apr 12 for Prime members"},
{"title": "Men's Gingham Stretch Poplin Shirt", "asin": "B0BVGPFWGC", "price": "$98.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Oxford Long Sleeve Sport Shirt", "asin": "B0CWB3P9QT", "price": "$108.00", "delivery": "FREE delivery Fri, Apr 11 for Prime members"},
{"title": "Men's Friday Sport Shirt", "asin": "B0BQSLWX5S", "price": "$89.50", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Classic Oxford Long Sleeve Sport Shirt", "asin": "B0DQHDCN29", "price": "$104.99", "delivery": "FREE delivery Tue, Apr 15"},
{"title": "Men's Classic Fit Long Sleeve Button Down Shirt", "asin": "B0DV6NY38Z", "price": "$59.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Slim Fit Non-Iron Cotton Check Dress Shirt", "asin": "B0DKYQPDR9", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Men's Classic Fit Comfort Stretch Non-Iron Stripe Dress Shirt", "asin": "B0DPXSZKCL", "price": "$125.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Men's Classic Fit Cotton Stripe Casual Shirt", "asin": "B0DS6MC811", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKYFK4YM", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Men's Slim-fit Long-Sleeve Plaid Shirt", "asin": "B0CSGWKLD3", "price": "$58.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Long Sleeve Regular Fit Gingham Button Down Shirt", "asin": "B0BZZTFTBY", "price": "$95.45", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Green Carolina Panthers Anchor Gingham Long Sleeve Button-Up Shirt", "asin": "B07J5FNQGZ", "price": "$73.08", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Cotton and Wool Blend Checked Flannel Shirt", "asin": "B0BZZTQ5GW", "price": "$100.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Classic Fit Non-Iron Cotton Check Dress Shirt", "asin": "B0DKYBJTJT", "price": "$95.00", "delivery": "$15 delivery Thu, Apr 10"},
{"title": "Men's Long Sleeve Anchor Gingham Tailored Fit Button Up Shirt", "asin": "B07J5Y9HLF", "price": "$79.52", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Long Sleeve Oxford Button Down Shirt (M, CheckeredGreen) Medium", "asin": "B0BHTKYPCP", "price": "$124.00", "delivery": "FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-07T23:37:23.056Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>吊坠</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>吊坠</answer_argument>",
"index": 50,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"search_results\": [\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Houndstooth Dress Shirt\", \"asin\": \"B0DKYLXPFD\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Commuter Shirt, Performance Dress Shirts for Men, Machine Washable, Wrinkle Resistant, Classic Fit\", \"asin\": \"B0BYLCQ7Q3\", \"price\": \"$138.00\", \"delivery\": \"FREE delivery Apr 11 - 15\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKY9LH2S\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Tailored Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKY9VG6F\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Geometric Dress Shirt\", \"asin\": \"B0DPXT3C95\", \"price\": \"$85.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0DGWC1Y5C\", \"price\": \"$54.69\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0D5N87RJ7\", \"price\": \"$79.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Non-Iron Long Sleeve Button Down Sport Shirt\", \"asin\": \"B0BWSGX4YK\", \"price\": \"$82.49\", \"delivery\": \"FREE delivery Tue, Apr 15 Or fastest delivery Wed, Apr 9\"},\n {\"title\": \"Men's Classic Fit Stretch Solid Long Sleeve Button Down Shirt\", \"asin\": \"B072LLCV3T\", \"price\": \"$68.42\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Long Sleeve Slim Untucked Flex Shirt\", \"asin\": \"B0CV9KP2XF\", \"price\": \"$58.00\", \"delivery\": \"$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14\"},\n {\"title\": \"Men's Classic Long Sleeve Oxford Shirt\", \"asin\": \"B0BTDTPTT4\", \"price\": \"$106.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Tailored Fit Non-Iron Cotton Stripe Dress Shirt\", \"asin\": \"B0DPXT5L7Y\", \"price\": \"$85.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Gingham Dress Shirt\", \"asin\": \"B0DKY94Q7V\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Slim Fit Cotton Pique Shirts for Men Casual Long Sleeve Button Down Moisture Wicking\", \"asin\": \"B0DGQ2PL4F\", \"price\": \"$79.00\", \"delivery\": \"FREE delivery Sat, Apr 12 for Prime members\"},\n {\"title\": \"Men's Gingham Stretch Poplin Shirt\", \"asin\": \"B0BVGPFWGC\", \"price\": \"$98.50\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Oxford Long Sleeve Sport Shirt\", \"asin\": \"B0CWB3P9QT\", \"price\": \"$108.00\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members\"},\n {\"title\": \"Men's Friday Sport Shirt\", \"asin\": \"B0BQSLWX5S\", \"price\": \"$89.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Classic Oxford Long Sleeve Sport Shirt\", \"asin\": \"B0DQHDCN29\", \"price\": \"$104.99\", \"delivery\": \"FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Classic Fit Long Sleeve Button Down Shirt\", \"asin\": \"B0DV6NY38Z\", \"price\": \"$59.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Slim Fit Non-Iron Cotton Check Dress Shirt\", \"asin\": \"B0DKYQPDR9\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Comfort Stretch Non-Iron Stripe Dress Shirt\", \"asin\": \"B0DPXSZKCL\", \"price\": \"$125.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Cotton Stripe Casual Shirt\", \"asin\": \"B0DS6MC811\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKYFK4YM\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Slim-fit Long-Sleeve Plaid Shirt\", \"asin\": \"B0CSGWKLD3\", \"price\": \"$58.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long Sleeve Regular Fit Gingham Button Down Shirt\", \"asin\": \"B0BZZTFTBY\", \"price\": \"$95.45\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Green Carolina Panthers Anchor Gingham Long Sleeve Button-Up Shirt\", \"asin\": \"B07J5FNQGZ\", \"price\": \"$73.08\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Cotton and Wool Blend Checked Flannel Shirt\", \"asin\": \"B0BZZTQ5GW\", \"price\": \"$100.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Check Dress Shirt\", \"asin\": \"B0DKYBJTJT\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Anchor Gingham Tailored Fit Button Up Shirt\", \"asin\": \"B07J5Y9HLF\", \"price\": \"$79.52\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Oxford Button Down Shirt (M, CheckeredGreen) Medium\", \"asin\": \"B0BHTKYPCP\", \"price\": \"$124.00\", \"delivery\": \"FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T23:37:23.056Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"search_results\": [\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Houndstooth Dress Shirt\", \"asin\": \"B0DKYLXPFD\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Commuter Shirt, Performance Dress Shirts for Men, Machine Washable, Wrinkle Resistant, Classic Fit\", \"asin\": \"B0BYLCQ7Q3\", \"price\": \"$138.00\", \"delivery\": \"FREE delivery Apr 11 - 15\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKY9LH2S\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Tailored Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKY9VG6F\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Geometric Dress Shirt\", \"asin\": \"B0DPXT3C95\", \"price\": \"$85.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0DGWC1Y5C\", \"price\": \"$54.69\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0D5N87RJ7\", \"price\": \"$79.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Non-Iron Long Sleeve Button Down Sport Shirt\", \"asin\": \"B0BWSGX4YK\", \"price\": \"$82.49\", \"delivery\": \"FREE delivery Tue, Apr 15 Or fastest delivery Wed, Apr 9\"},\n {\"title\": \"Men's Classic Fit Stretch Solid Long Sleeve Button Down Shirt\", \"asin\": \"B072LLCV3T\", \"price\": \"$68.42\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Long Sleeve Slim Untucked Flex Shirt\", \"asin\": \"B0CV9KP2XF\", \"price\": \"$58.00\", \"delivery\": \"$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14\"},\n {\"title\": \"Men's Classic Long Sleeve Oxford Shirt\", \"asin\": \"B0BTDTPTT4\", \"price\": \"$106.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Tailored Fit Non-Iron Cotton Stripe Dress Shirt\", \"asin\": \"B0DPXT5L7Y\", \"price\": \"$85.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Gingham Dress Shirt\", \"asin\": \"B0DKY94Q7V\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Slim Fit Cotton Pique Shirts for Men Casual Long Sleeve Button Down Moisture Wicking\", \"asin\": \"B0DGQ2PL4F\", \"price\": \"$79.00\", \"delivery\": \"FREE delivery Sat, Apr 12 for Prime members\"},\n {\"title\": \"Men's Gingham Stretch Poplin Shirt\", \"asin\": \"B0BVGPFWGC\", \"price\": \"$98.50\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Oxford Long Sleeve Sport Shirt\", \"asin\": \"B0CWB3P9QT\", \"price\": \"$108.00\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members\"},\n {\"title\": \"Men's Friday Sport Shirt\", \"asin\": \"B0BQSLWX5S\", \"price\": \"$89.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Classic Oxford Long Sleeve Sport Shirt\", \"asin\": \"B0DQHDCN29\", \"price\": \"$104.99\", \"delivery\": \"FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Classic Fit Long Sleeve Button Down Shirt\", \"asin\": \"B0DV6NY38Z\", \"price\": \"$59.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Slim Fit Non-Iron Cotton Check Dress Shirt\", \"asin\": \"B0DKYQPDR9\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Comfort Stretch Non-Iron Stripe Dress Shirt\", \"asin\": \"B0DPXSZKCL\", \"price\": \"$125.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Cotton Stripe Casual Shirt\", \"asin\": \"B0DS6MC811\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKYFK4YM\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Slim-fit Long-Sleeve Plaid Shirt\", \"asin\": \"B0CSGWKLD3\", \"price\": \"$58.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long Sleeve Regular Fit Gingham Button Down Shirt\", \"asin\": \"B0BZZTFTBY\", \"price\": \"$95.45\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Green Carolina Panthers Anchor Gingham Long Sleeve Button-Up Shirt\", \"asin\": \"B07J5FNQGZ\", \"price\": \"$73.08\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Cotton and Wool Blend Checked Flannel Shirt\", \"asin\": \"B0BZZTQ5GW\", \"price\": \"$100.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Check Dress Shirt\", \"asin\": \"B0DKYBJTJT\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Anchor Gingham Tailored Fit Button Up Shirt\", \"asin\": \"B07J5Y9HLF\", \"price\": \"$79.52\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Oxford Button Down Shirt (M, CheckeredGreen) Medium\", \"asin\": \"B0BHTKYPCP\", \"price\": \"$124.00\", \"delivery\": \"FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T23:37:33.683Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-07T23:37:33.683Z
|
input
|
吊坠 男
|
rule
|
2025-04-07T23:37:33.683Z
|
train
| 51 |
2025-04-07T23:37:33.683Z
|
input
|
吊坠 男
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
<|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": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"search_results": [
{"title": "Men's Classic Fit Non-Iron Cotton Houndstooth Dress Shirt", "asin": "B0DKYLXPFD", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Men's Commuter Shirt, Performance Dress Shirts for Men, Machine Washable, Wrinkle Resistant, Classic Fit", "asin": "B0BYLCQ7Q3", "price": "$138.00", "delivery": "FREE delivery Apr 11 - 15"},
{"title": "Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKY9LH2S", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Men's Tailored Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKY9VG6F", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Men's Classic Fit Non-Iron Cotton Geometric Dress Shirt", "asin": "B0DPXT3C95", "price": "$85.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0DGWC1Y5C", "price": "$54.69", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0D5N87RJ7", "price": "$79.50", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Non-Iron Long Sleeve Button Down Sport Shirt", "asin": "B0BWSGX4YK", "price": "$82.49", "delivery": "FREE delivery Tue, Apr 15 Or fastest delivery Wed, Apr 9"},
{"title": "Men's Classic Fit Stretch Solid Long Sleeve Button Down Shirt", "asin": "B072LLCV3T", "price": "$68.42", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Long Sleeve Slim Untucked Flex Shirt", "asin": "B0CV9KP2XF", "price": "$58.00", "delivery": "$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14"},
{"title": "Men's Classic Long Sleeve Oxford Shirt", "asin": "B0BTDTPTT4", "price": "$106.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Tailored Fit Non-Iron Cotton Stripe Dress Shirt", "asin": "B0DPXT5L7Y", "price": "$85.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Men's Classic Fit Non-Iron Cotton Gingham Dress Shirt", "asin": "B0DKY94Q7V", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Slim Fit Cotton Pique Shirts for Men Casual Long Sleeve Button Down Moisture Wicking", "asin": "B0DGQ2PL4F", "price": "$79.00", "delivery": "FREE delivery Sat, Apr 12 for Prime members"},
{"title": "Men's Gingham Stretch Poplin Shirt", "asin": "B0BVGPFWGC", "price": "$98.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Oxford Long Sleeve Sport Shirt", "asin": "B0CWB3P9QT", "price": "$108.00", "delivery": "FREE delivery Fri, Apr 11 for Prime members"},
{"title": "Men's Friday Sport Shirt", "asin": "B0BQSLWX5S", "price": "$89.50", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Classic Oxford Long Sleeve Sport Shirt", "asin": "B0DQHDCN29", "price": "$104.99", "delivery": "FREE delivery Tue, Apr 15"},
{"title": "Men's Classic Fit Long Sleeve Button Down Shirt", "asin": "B0DV6NY38Z", "price": "$59.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Slim Fit Non-Iron Cotton Check Dress Shirt", "asin": "B0DKYQPDR9", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Men's Classic Fit Comfort Stretch Non-Iron Stripe Dress Shirt", "asin": "B0DPXSZKCL", "price": "$125.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Men's Classic Fit Cotton Stripe Casual Shirt", "asin": "B0DS6MC811", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKYFK4YM", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"},
{"title": "Men's Slim-fit Long-Sleeve Plaid Shirt", "asin": "B0CSGWKLD3", "price": "$58.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Long Sleeve Regular Fit Gingham Button Down Shirt", "asin": "B0BZZTFTBY", "price": "$95.45", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Green Carolina Panthers Anchor Gingham Long Sleeve Button-Up Shirt", "asin": "B07J5FNQGZ", "price": "$73.08", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Cotton and Wool Blend Checked Flannel Shirt", "asin": "B0BZZTQ5GW", "price": "$100.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Classic Fit Non-Iron Cotton Check Dress Shirt", "asin": "B0DKYBJTJT", "price": "$95.00", "delivery": "$15 delivery Thu, Apr 10"},
{"title": "Men's Long Sleeve Anchor Gingham Tailored Fit Button Up Shirt", "asin": "B07J5Y9HLF", "price": "$79.52", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Long Sleeve Oxford Button Down Shirt (M, CheckeredGreen) Medium", "asin": "B0BHTKYPCP", "price": "$124.00", "delivery": "FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-07T23:37:33.683Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>吊坠 男</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>吊坠 男</answer_argument>",
"index": 51,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"search_results\": [\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Houndstooth Dress Shirt\", \"asin\": \"B0DKYLXPFD\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Commuter Shirt, Performance Dress Shirts for Men, Machine Washable, Wrinkle Resistant, Classic Fit\", \"asin\": \"B0BYLCQ7Q3\", \"price\": \"$138.00\", \"delivery\": \"FREE delivery Apr 11 - 15\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKY9LH2S\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Tailored Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKY9VG6F\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Geometric Dress Shirt\", \"asin\": \"B0DPXT3C95\", \"price\": \"$85.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0DGWC1Y5C\", \"price\": \"$54.69\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0D5N87RJ7\", \"price\": \"$79.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Non-Iron Long Sleeve Button Down Sport Shirt\", \"asin\": \"B0BWSGX4YK\", \"price\": \"$82.49\", \"delivery\": \"FREE delivery Tue, Apr 15 Or fastest delivery Wed, Apr 9\"},\n {\"title\": \"Men's Classic Fit Stretch Solid Long Sleeve Button Down Shirt\", \"asin\": \"B072LLCV3T\", \"price\": \"$68.42\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Long Sleeve Slim Untucked Flex Shirt\", \"asin\": \"B0CV9KP2XF\", \"price\": \"$58.00\", \"delivery\": \"$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14\"},\n {\"title\": \"Men's Classic Long Sleeve Oxford Shirt\", \"asin\": \"B0BTDTPTT4\", \"price\": \"$106.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Tailored Fit Non-Iron Cotton Stripe Dress Shirt\", \"asin\": \"B0DPXT5L7Y\", \"price\": \"$85.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Gingham Dress Shirt\", \"asin\": \"B0DKY94Q7V\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Slim Fit Cotton Pique Shirts for Men Casual Long Sleeve Button Down Moisture Wicking\", \"asin\": \"B0DGQ2PL4F\", \"price\": \"$79.00\", \"delivery\": \"FREE delivery Sat, Apr 12 for Prime members\"},\n {\"title\": \"Men's Gingham Stretch Poplin Shirt\", \"asin\": \"B0BVGPFWGC\", \"price\": \"$98.50\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Oxford Long Sleeve Sport Shirt\", \"asin\": \"B0CWB3P9QT\", \"price\": \"$108.00\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members\"},\n {\"title\": \"Men's Friday Sport Shirt\", \"asin\": \"B0BQSLWX5S\", \"price\": \"$89.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Classic Oxford Long Sleeve Sport Shirt\", \"asin\": \"B0DQHDCN29\", \"price\": \"$104.99\", \"delivery\": \"FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Classic Fit Long Sleeve Button Down Shirt\", \"asin\": \"B0DV6NY38Z\", \"price\": \"$59.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Slim Fit Non-Iron Cotton Check Dress Shirt\", \"asin\": \"B0DKYQPDR9\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Comfort Stretch Non-Iron Stripe Dress Shirt\", \"asin\": \"B0DPXSZKCL\", \"price\": \"$125.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Cotton Stripe Casual Shirt\", \"asin\": \"B0DS6MC811\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKYFK4YM\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n {\"title\": \"Men's Slim-fit Long-Sleeve Plaid Shirt\", \"asin\": \"B0CSGWKLD3\", \"price\": \"$58.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Long Sleeve Regular Fit Gingham Button Down Shirt\", \"asin\": \"B0BZZTFTBY\", \"price\": \"$95.45\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Green Carolina Panthers Anchor Gingham Long Sleeve Button-Up Shirt\", \"asin\": \"B07J5FNQGZ\", \"price\": \"$73.08\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Cotton and Wool Blend Checked Flannel Shirt\", \"asin\": \"B0BZZTQ5GW\", \"price\": \"$100.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Classic Fit Non-Iron Cotton Check Dress Shirt\", \"asin\": \"B0DKYBJTJT\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Anchor Gingham Tailored Fit Button Up Shirt\", \"asin\": \"B07J5Y9HLF\", \"price\": \"$79.52\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Long Sleeve Oxford Button Down Shirt (M, CheckeredGreen) Medium\", \"asin\": \"B0BHTKYPCP\", \"price\": \"$124.00\", \"delivery\": \"FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T23:37:33.683Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u540a\\u5760 \\u7537\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Fiusem\\n3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Silvadore\\n2/4/6mm Mens Necklace Gold/Silver Chain for Men - Stainless Steel Cuban Link Tone - NON-TARNISH & 100% Waterproof - Lifetime Jewelry UK - 18/20/22/24 Inch (2024 release)\", \"asin\": \"B0711XSV7B\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"ChainsHouse\\nStainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\\\"-30\\\", Send Gift Box\", \"asin\": \"B0BQB953Z5\", \"price\": \"$22.68\", \"quantity\": \"\"},\n {\"title\": \"IOYYIO\\nFlexible Waterproof Braided Leather cord Chain Necklace for Men/Women, 2MM/3MM Brown/Black Woven Leather Rope Chain for pendant (Gift Box)\", \"asin\": \"B095W7J7D7\", \"price\": \"$15.99\", \"quantity\": \"\"},\n {\"title\": \"Monily\\nSquare Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women\", \"asin\": \"B075H1PDZF\", \"price\": \"$13.18\", \"quantity\": \"\"},\n {\"title\": \"ChainsHouse\\nStainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\\\"-30\\\", Send Gift Box\", \"asin\": \"B0BQB8ZDZG\", \"price\": \"$19.98\", \"quantity\": \"\"},\n {\"title\": \"LOLIAS\\nSilver Cross Necklace for Men Women 925 Sterling Silver Cross Pendant with 3mm Durable Stainless Steel Wheat Cross Chain, Crucifix Pendant Mens Cross Necklace Jewelry, 16-30 Inches\", \"asin\": \"B0BTM9NNV1\", \"price\": \"$27.99\", \"quantity\": \"\"},\n {\"title\": \"FindChic\\nMen Curb Chain Necklace 18K Gold Plated/Stainless Steel/Black Chunky Double Tight Cuban Link Hip Hop Neck Chains for Men Boys 3.5MM/5MM/6MM/7MM/9MM/12MM 14''-30'' 8 Length Options (Send Gift Box)\", \"asin\": \"B085SXJFC7\", \"price\": \"$15.99\", \"quantity\": \"\"},\n {\"title\": \"KissYan\\nGold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men\", \"asin\": \"B0B6CHCJNF\", \"price\": \"$11.04\", \"quantity\": \"\"},\n {\"title\": \"CLASICOMIS\\nStackable Gold/Silver Chain for Men, 6/7 Pcs Stainless Steel Cross Chain Mens Necklace Jewelry Set for Men, 5/6 Chains + 1 Cross Pendant\", \"asin\": \"B0CRDX412H\", \"price\": \"$14.98\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\\\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.\",\n \"asin\": \"B0DK6ZX74H\"\n},\n {\n \"title\": \"Go to detail page for \\\"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\\\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.\",\n \"asin\": \"B0DK6XNNBZ\"\n},\n {\n \"title\": \"Go to detail page for \\\"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\\\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.\",\n \"asin\": \"B0DK6YMVY3\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Stackable Gold/Silver Chain for Men, 6/7 Pcs Stainless Steel Cross Chain Mens Necklace Jewelry Set for Men, 5/6 Chains + 1 Cross Pendant\", \"asin\": \"B0CRDX412H\", \"price\": \"$14.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\\\"-30\\\", Send Gift Box\", \"asin\": \"B0BQB8ZDZG\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Flexible Waterproof Braided Leather cord Chain Necklace for Men/Women, 2MM/3MM Brown/Black Woven Leather Rope Chain for pendant (Gift Box)\", \"asin\": \"B095W7J7D7\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cuban Chain for Men 3.5mm/5mm/7mm/9mm Stainless Steel Men's Gold Chain Silver Chain Diamond Cut Hip Hop Link Chains Necklace 16-30 Inch\", \"asin\": \"B0CTQ6LRWQ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\\u201d18\\\" 20\\\" 22\\\" 24\\\" 26\\\" 28\\\" 30\\\"-Send Gift Box\", \"asin\": \"B07K5S5XC9\", \"price\": \"$16.49\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"QianKao \\u5929\\u7136\\u6c34\\u6676\\u51b0\\u79cd\\u9ed1\\u66dc\\u77f3\\u8c94\\u8c85\\u540a\\u5760\\u7537\\u5973\\u6b3e\\u9879\\u94fe\\u751f\\u65e5\\u793c\\u7269(\\u5f69\\u773c\\u9ed1\\u66dc\\u77f3)\", \"asin\": \"B0BTNTYP8W\", \"price\": \"$50.88\", \"delivery\": \"FREE delivery Apr 16 - 24 Only 10 left in stock - order soon.\"},\n {\"title\": \"QianKao 1Pcs\\u4eff\\u9ec4\\u6c34\\u6676\\u8c94\\u8c85\\u540a\\u5760\\u9879\\u94fe\\u7537\\u5973\\u6b3e\\u78e8\\u7802\\u7409\\u7483\\u5f25\\u52d2\\u4f5b\\u540a\\u5760\\u6bdb\\u8863\\u94fe(\\u8c94\\u8c85)\", \"asin\": \"B0BYHJGL6N\", \"price\": \"$18.13\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u865a\\u7a7a\\u85cf\\u83e9\\u8428-\\u725b\\u864e)\", \"asin\": \"B0BTNTSKHB\", \"price\": \"$18.00\", \"delivery\": \"FREE delivery Apr 16 - 24 Only 10 left in stock - order soon.\"},\n {\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u5b9e\\u5fc3\\u846b\\u82a6)\", \"asin\": \"B0C1MDSBMW\", \"price\": \"$14.40\", \"delivery\": \"FREE delivery Apr 16 - 25 Only 3 left in stock - order soon.\"},\n {\"title\": \"QianKao \\u516d\\u5b57\\u7bb4\\u8a00\\u590d\\u53e4\\u505a\\u65e7\\u53e4\\u94dc\\u8272\\u8f6c\\u7ecf\\u7b52\\u540a\\u5760\\u7537\\u6c11\\u65cf\\u98ce\\u7eaf\\u94dc\\u540a\\u5760(\\u539f\\u8272\\u6b3e\\u5355\\u540a\\u5760)\", \"asin\": \"B0BW89NP22\", \"price\": \"$22.77\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"\\u548c\\u7530\\u9752 White Jade Bangle Bracelet for Women \\u767d\\u7389\\u963f\\u5bcc\\u6c57\\u7389\\u5760\\u89c2\\u97f3\\u540a\\u5760\\u7537\\u6b3e\\u62a4\\u8eab\\u7b26\\u4e58\\u9f99\\u89c2\\u4e16\\u97f3\\u83e9\\u8428\\u7389\\u4f69\\u7389\\u77f3 3007\", \"asin\": \"B0F2Z8ZVMH\", \"price\": \"$38.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n {\"title\": \"Compass Coin Pendant Necklace 3/4 inch - 18k Gold or Silver Plated - Adjustable 17-19 inch Chain - Spring Ring Closure - Long-Lasting\", \"asin\": \"B07N275N1B\", \"price\": \"$70.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Waterproof Braided Leather Cord Chain Necklace, Men Women DIY Woven Wax Rope Chain for Pendant, Customize Available, 2/3mm Width, 16\\\" 18\\\" 20\\\" 22\\\" 24\\\" 26\\\" 28\\\" 30\\\" Length(with Gift Box)\", \"asin\": \"B0CZDNZR18\", \"price\": \"$16.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"ertified Grade A Jade Dragon and Phoenix Necklace, Dragon and Phoenix Brand pixiu God of Wealth Pendant Necklace for Couples, is an Eternal and Elegant Talisman of Happiness A Certified Burma Jadeite Women's Necklace Men's Necklace\", \"asin\": \"B0DRHXL8MN\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Square Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women\", \"asin\": \"B075H1PDZF\", \"price\": \"$13.18\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"\\u548c\\u7530\\u9752 White Jade Bangle Bracelet for Women \\u767d\\u7389\\u963f\\u5bcc\\u6c57\\u7389\\u5760\\u89c2\\u97f3\\u540a\\u5760\\u7537\\u6b3e\\u62a4\\u8eab\\u7b26\\u4e58\\u9f99\\u89c2\\u4e16\\u97f3\\u83e9\\u8428\\u7389\\u4f69\\u7389\\u77f3 3008\", \"asin\": \"B0F2Z8KMBJ\", \"price\": \"$38.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n {\"title\": \"QianKao \\u590d\\u53e4\\u505a\\u65e7\\u53e4\\u94dc\\u89c2\\u4e16\\u97f3\\u7eaf\\u94dc\\u540a\\u5760\\u4e00\\u7247\\u843d\\u53f6\\u83e9\\u8428\\u7537\\u5973\\u58eb\\u6302\\u5760(\\u5355\\u540a\\u5760)\", \"asin\": \"B0BW8CK61H\", \"price\": \"$19.67\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"QianKao \\u516d\\u5b57\\u7bb4\\u8a00\\u590d\\u53e4\\u505a\\u65e7\\u53e4\\u94dc\\u8272\\u8f6c\\u7ecf\\u7b52\\u540a\\u5760\\u7537\\u6c11\\u65cf\\u98ce\\u7eaf\\u94dc\\u540a\\u5760(\\u505a\\u65e7\\u6b3e\\u5355\\u540a\\u5760)\", \"asin\": \"B0BW8B48V1\", \"price\": \"$22.77\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u5b9e\\u5fc3\\u846b\\u82a6+\\u8c94\\u8c85)\", \"asin\": \"B0C1MDDKKL\", \"price\": \"$21.87\", \"delivery\": \"FREE delivery Apr 16 - 25 Only 3 left in stock - order soon.\"},\n {\"title\": \"14k Gold Cross Necklace for Men Large Gold Cross Pendant Figaro Chain for Mens 14K Chain 5mm Masculine Appeal 20, 22, 24 INCH\", \"asin\": \"B0D93G788D\", \"price\": \"$89.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Braided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box\", \"asin\": \"B0CCXLC1PK\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"2/4/6mm Mens Necklace Gold/Silver Chain for Men - Stainless Steel Cuban Link Tone - NON-TARNISH & 100% Waterproof - Lifetime Jewelry UK - 18/20/22/24 Inch (2024 release)\", \"asin\": \"B0711XSV7B\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gold Layered Necklaces for Women, 14K Dainty Gold Chain Necklace Women Trendy Cuban Link Paperclip Chain Toggle Clasp Necklace Fashion Chunky Jewelry for Women\", \"asin\": \"B0BNHZ5W6C\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"QianKao Lucky Mascot Ornaments Pendant Exorcism\\u9ed1\\u6a80\\u6728\\u590d\\u53e4\\u65f6\\u5c1a\\u6bdb\\u8863\\u94fe\\u540a\\u5760\\u7537\\u7b80\\u7ea6\\u51e0\\u4f55\\u578b\\u9879\\u94fe\\u767e\\u642d\\u68c9\\u9ebb\\u914d\\u9970\\u54c1\\u5973 (\\u4e00\\u70b9\\u95ea\\u9ed1\\u6a80\\u6728\\u76ae\\u7ef3\\u9879\\u94fe)\", \"asin\": \"B0BW8GHKX3\", \"price\": \"$18.99\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u666e\\u8d24\\u83e9\\u8428-\\u9f99\\u86c7)\", \"asin\": \"B0BTNTWJ4V\", \"price\": \"$27.87\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"\\u5929\\u7136\\u7d2b\\u91d1\\u6731\\u7802\\u6302\\u5760\\u5409\\u7965\\u968f\\u8eab\\u7ea2\\u8fd0\\u6597\\u59c6\\u5143\\u541b\\u540a\\u5760\\u6302\\u4ef6 pendant \\u7537\\u58eb\\u5973\\u6b3e\", \"asin\": \"B0CT624KS6\", \"price\": \"$29.64\", \"delivery\": \"FREE delivery Apr 22 - May 2\"},\n {\"title\": \"\\u6731\\u7802\\u5e73\\u5b89\\u9501\\u5973\\u9879\\u94fe\\u597d\\u8fd0\\u5e74\\u7537\\u540a\\u5760\\u6302\\u4ef6 pendant \\u957f\\u547d\\u9501\\u6302\\u4ef6, yellow, 9355968435700\", \"asin\": \"B0CT5ZW8S6\", \"price\": \"$23.39\", \"delivery\": \"FREE delivery Apr 22 - May 2\"},\n {\"title\": \"Cross Necklace for Men, Silver Gold Stainless Steel Plain Cross Pendant Necklace for Men Cuban Chain 18-26 Inch\", \"asin\": \"B09Y5PD5PT\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"\\u6b63\\u54c1\\u7d2b\\u91d1\\u7802\\u5341\\u76f8\\u81ea\\u5728\\u540a\\u5760\\u7537\\u58eb\\u516d\\u5b57\\u771f\\u8a00\\u672c\\u547d\\u5e74\\u5e1d\\u738b\\u7802\\u94a5\\u5319\\u6263 < S-517807 >\", \"asin\": \"B0DQNRBCLW\", \"price\": \"$58.03\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u7a7a\\u5fc3\\u846b\\u82a6)\", \"asin\": \"B0C1M7KWRC\", \"price\": \"$18.21\", \"delivery\": \"$4.29 delivery Apr 29 - May 8\"},\n {\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u5927\\u65e5\\u5982\\u6765-\\u7f8a\\u7334)\", \"asin\": \"B0BTNVV9V3\", \"price\": \"$27.89\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"xiexuelian \\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u5b9e\\u5fc3\\u846b\\u82a6+\\u798f\\u888b)\", \"asin\": \"B0BV9WVYM5\", \"price\": \"$19.88\", \"delivery\": \"$4.29 delivery Apr 29 - May 8\"},\n {\"title\": \"WW-09L2300 Cinnabar Beads Bracelets Jewelry for Good Luck Men Women Amulet Jewelies \\u6731\\u7802\\u771f\\u54c1\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u6302\\u7ef3\\u914d\\u4ef6\\u5973\\u9879\\u94fe\\u7537\\u6b3e\\u672c\\u547d\\u5e74\\u7d2b\\u91d1\\u7802\\u7f16\\u7ec7\", \"asin\": \"B0DRFW732N\", \"price\": \"$48.02\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"QianKao 1Pcs\\u4eff\\u9ec4\\u6c34\\u6676\\u8c94\\u8c85\\u540a\\u5760\\u9879\\u94fe\\u7537\\u5973\\u6b3e\\u78e8\\u7802\\u7409\\u7483\\u5f25\\u52d2\\u4f5b\\u540a\\u5760\\u6bdb\\u8863\\u94fe(\\u9f99\\u724c)\", \"asin\": \"B0BYHKLRKQ\", \"price\": \"$18.13\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"\\u9053\\u5bb6\\u63cf\\u91d1\\u6731\\u7802\\u9634\\u9633\\u4e94\\u884c\\u592a\\u6781\\u516b\\u5366\\u724c\\u5e73\\u5b89\\u6302\\u4ef6\\u7537\\u5973\\u58eb\\u540a\\u5760\\u6302\\u4ef6 pendant, yellow, 9355968440124\", \"asin\": \"B0CT61BBXJ\", \"price\": \"$27.56\", \"delivery\": \"FREE delivery Apr 22 - May 2\"},\n {\"title\": \"\\u3010\\u548c\\u7530\\u7389 Wealth Green Hetian jade Bracelet Spiritual Gift \\u4e5d\\u9f99\\u62a4\\u4e3b\\u3011 \\u9f99\\u724c\\u540a\\u5760\\u7537\\u9752\\u7389\\u4e5d\\u9f99\\u6302\\u4ef6\\u53cc\\u9762\\u5de5\\u7389\\u4f69\\u751f\\u8096\\u9f99\\u9879\\u94fe H-1260\", \"asin\": \"B0F2641PXJ\", \"price\": \"$150.50\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u846b\\u82a6\\u560e\\u4e4c\\u76d2\\u540a\\u5760\\u7537\\u58eb\\u5973\\u6b3e\\u65b0\\u6b3e\\u94a5\\u5319\\u6263 Feng Shui bracelet lucky Coloured glaze keychain \\u624b\\u673a\\u7d2b\\u91d1\\u7802\\u798f\\u5b57\\u846b\\u82a6\\u540a\\u5760 = DSGSSDA-438811\", \"asin\": \"B0DR6KYX2Y\", \"price\": \"$44.34\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u846b\\u82a6\\u560e\\u4e4c\\u76d2\\u540a\\u5760\\u7537\\u58eb\\u5973\\u6b3e\\u65b0\\u6b3e\\u94a5\\u5319\\u6263 Feng Shui bracelet lucky Coloured glaze keychain \\u624b\\u673a\\u7d2b\\u91d1\\u7802\\u798f\\u5b57\\u846b\\u82a6\\u540a\\u5760 = DSGSSDA-438810\", \"asin\": \"B0DR6KYKLQ\", \"price\": \"$44.34\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"\\u65b0\\u7586 Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u7537\\u5973\\u6b3e Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u540a\\u5760\\u60c5\\u4fa3\\u7389\\u4f69\\u9879\\u94fe\\u6302\\u4ef6\\u6b63\\u54c1-Chu Wen Sheng2705\", \"asin\": \"B0F22C88Y4\", \"price\": \"$870.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n {\"title\": \"\\u65b0\\u7586 Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u7537\\u5973\\u6b3e Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u540a\\u5760\\u60c5\\u4fa3\\u7389\\u4f69\\u9879\\u94fe\\u6302\\u4ef6\\u6b63\\u54c1-Chu Wen Sheng2706\", \"asin\": \"B0F2276KS5\", \"price\": \"$198.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n {\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ84Q7V\", \"price\": \"$38.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ6FTD3\", \"price\": \"$37.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ43PVG\", \"price\": \"$39.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"\\u65b0\\u7586 Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u7537\\u5973\\u6b3e Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u540a\\u5760\\u60c5\\u4fa3\\u7389\\u4f69\\u9879\\u94fe\\u6302\\u4ef6\\u6b63\\u54c1-Chu Wen Sheng2708\", \"asin\": \"B0F229GHJG\", \"price\": \"$318.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n {\"title\": \"\\u6731\\u7802\\u5341\\u5b57\\u67b6\\u540a\\u5760\\u6302\\u4ef6 pendant \\u7537\\u5973\\u6b3e\\u7d2b\\u91d1\\u7802\\u9879\\u5760\\u672c\\u547d\\u5e74\\u7ea2\\u8272\\u968f\\u8eab\\u6302\\u9970, yellow, 9355968435038\", \"asin\": \"B0CT6394MF\", \"price\": \"$30.95\", \"delivery\": \"FREE delivery Apr 22 - May 2\"},\n {\"title\": \"QianKao Mascot Exorcism Ward Off Evil Spirits Bring Lucky \\u672c\\u547d\\u5e74\\u91d1\\u521a\\u7ed3\\u7ea2\\u7ef3\\u624b\\u7ef3\\u6c99\\u91d1\\u73d0\\u7405\\u540a\\u5760\\u53ef\\u8c03\\u8282\\u624b\\u94fe\\u7537\\u5973\\u6b3e\\u5e26\\u8d27(\\u7ea2\\u7ef3\\u00b7\\u5c81\\u5c81\\u5e73\\u5b89)\", \"asin\": \"B0C13WFD2K\", \"price\": \"$24.77\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ87186\", \"price\": \"$40.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ3XLD1\", \"price\": \"$44.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u9f99\\u724c\\u540a\\u5760\\u7537\\u5929\\u7136\\u539f\\u77ff\\u7d2b\\u91d1\\u7802\\u98de\\u9f99\\u65cb\\u8fd0\\u9879\\u94fe\\u5973\\u672c\\u547d\\u5e74\\u6302\\u4ef6 = DSGSSDA-439944\", \"asin\": \"B0DR74SLN6\", \"price\": \"$42.36\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"\\u9ad8\\u542b\\u91cf\\u6676\\u4f53\\u7802\\u539f\\u77ff\\u695e\\u4e25\\u5492\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u540a\\u5760\\u7537\\u6b3e\\u6302\\u4ef6\\u5973\\u5e73\\u5b89 = DSGSSDA-440118\", \"asin\": \"B0DR78CF8H\", \"price\": \"$54.15\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"\\u65b0\\u7586 Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u7537\\u5973\\u6b3e Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u540a\\u5760\\u60c5\\u4fa3\\u7389\\u4f69\\u9879\\u94fe\\u6302\\u4ef6\\u6b63\\u54c1-Chu Wen Sheng2710\", \"asin\": \"B0F22BB1R4\", \"price\": \"$126.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n {\"title\": \"xiexuelian \\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u7a7a\\u5fc3\\u846b\\u82a6-\\u798f\\u888b)\", \"asin\": \"B0BV9YPW49\", \"price\": \"$19.89\", \"delivery\": \"$4.29 delivery Apr 29 - May 8\"},\n {\"title\": \"\\u5929\\u7136\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u540a\\u5760\\u7537\\u58eb\\u5b88\\u62a4\\u795e\\u5973\\u9879\\u94fe\\u672c\\u547d\\u4f5b\\u724c\\u5e73\\u5b89\\u89c2\\u97f3\\u5982\\u6765\\u751f\\u8096\\u6302\\u4ef6 = DSGSSDA-439735\", \"asin\": \"B0DR75MK4Z\", \"price\": \"$49.20\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u6587\\u6b8a\\u83e9\\u8428-\\u5154)\", \"asin\": \"B0BTNWKHZZ\", \"price\": \"$27.89\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"Mascot pendant Men's and Women's Wear Accessories \\u6c11\\u65cf\\u98ce\\u9e21\\u7fc5\\u6728\\u8d28\\u4f5b\\u73e0\\u6bdb\\u8863\\u94fe\\u957f\\u6b3e\\u7537\\u9879\\u94fe\\u4eff\\u677e\\u77f3\\u540a\\u5760\\u6728\\u73e0\\u914d\\u9970 1Pcs(\\u7ea2\\u677e\\u77f3\\u957f\\u6761\\u6728\\u73e0\\u94fe)\", \"asin\": \"B0C7KD8B6J\", \"price\": \"$24.48\", \"delivery\": \"$4.99 delivery Apr 29 - May 8\"},\n {\"title\": \"\\u5929\\u7136\\u6731\\u7802\\u540a\\u5760\\u6302\\u4ef6 pendant \\u7537\\u5973\\u6b3e\\u9ad8\\u7eaf\\u5ea6\\u6676\\u4f53\\u672c\\u547d\\u5e74\\u5e73\\u5b89\\u6263\\u6bdb\\u8863\\u94fe, yellow, 9355968435366/831\", \"asin\": \"B0DKDTBX4M\", \"price\": \"$46.58\", \"delivery\": \"FREE delivery Apr 18 - 29\"},\n {\"title\": \"\\u5929\\u7136\\u7f05\\u7538\\u7fe1\\u7fe0 Fengshui Natural jadeite Jade Bangle Bracelet for Wome \\u89c2\\u97f3\\u666e\\u8d24\\u83e9\\u8428\\u7cef\\u6b3e\\u5f0f\\u7389\\u77f3\\u540a\\u5760\\u7537\\u5973\\u6b3e\\u6302\\u4ef6\\u9f99\\u86c7\\u5b88\\u62a4\\u795e H-1242\", \"asin\": \"B0F2654QHB\", \"price\": \"$126.39\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u5927\\u52bf\\u81f3\\u83e9\\u8428-\\u9a6c)\", \"asin\": \"B0BTNVJ3YS\", \"price\": \"$27.89\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"\\u5929\\u7136\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u5c71\\u9b3c\\u82b1\\u94b1\\u540a\\u5760\\u7537\\u6b3e\\u9879\\u94fe\\u672c\\u547d\\u5e74\\u9053\\u5bb6\\u6302\\u4ef6\\u5973\\u6b3e\\u516b\\u5366\\u724c\\u9970\\u54c1\\u4ee4\\u724c = DSGSSDA-440038\", \"asin\": \"B0DR76YZ2T\", \"price\": \"$53.17\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u6811\\u53f6\\u7a7a\\u5fc3\\u846b\\u82a6)\", \"asin\": \"B0C1M3MCJG\", \"price\": \"$18.21\", \"delivery\": \"$4.29 delivery Apr 29 - May 8\"},\n {\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u6811\\u53f6\\u5b9e\\u5fc3\\u846b\\u82a6)\", \"asin\": \"B0C1MMX1TF\", \"price\": \"$18.16\", \"delivery\": \"FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon.\"},\n {\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u5b9e\\u5fc3\\u846b\\u82a6+\\u6811\\u53f6)\", \"asin\": \"B0C1MR8CY5\", \"price\": \"$18.40\", \"delivery\": \"FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon.\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T23:42:50.283Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-07T23:42:50.283Z
|
input
|
圆牌 吊坠 男
|
rule
|
2025-04-07T23:42:50.283Z
|
train
| 52 |
2025-04-07T23:42:50.283Z
|
input
|
圆牌 吊坠 男
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
<|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": "\u540a\u5760 \u7537"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "Fiusem\n3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "quantity": ""},
{"title": "Silvadore\n2/4/6mm Mens Necklace Gold/Silver Chain for Men - Stainless Steel Cuban Link Tone - NON-TARNISH & 100% Waterproof - Lifetime Jewelry UK - 18/20/22/24 Inch (2024 release)", "asin": "B0711XSV7B", "price": "$29.99", "quantity": ""},
{"title": "ChainsHouse\nStainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\"-30\", Send Gift Box", "asin": "B0BQB953Z5", "price": "$22.68", "quantity": ""},
{"title": "IOYYIO\nFlexible Waterproof Braided Leather cord Chain Necklace for Men/Women, 2MM/3MM Brown/Black Woven Leather Rope Chain for pendant (Gift Box)", "asin": "B095W7J7D7", "price": "$15.99", "quantity": ""},
{"title": "Monily\nSquare Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women", "asin": "B075H1PDZF", "price": "$13.18", "quantity": ""},
{"title": "ChainsHouse\nStainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\"-30\", Send Gift Box", "asin": "B0BQB8ZDZG", "price": "$19.98", "quantity": ""},
{"title": "LOLIAS\nSilver Cross Necklace for Men Women 925 Sterling Silver Cross Pendant with 3mm Durable Stainless Steel Wheat Cross Chain, Crucifix Pendant Mens Cross Necklace Jewelry, 16-30 Inches", "asin": "B0BTM9NNV1", "price": "$27.99", "quantity": ""},
{"title": "FindChic\nMen Curb Chain Necklace 18K Gold Plated/Stainless Steel/Black Chunky Double Tight Cuban Link Hip Hop Neck Chains for Men Boys 3.5MM/5MM/6MM/7MM/9MM/12MM 14''-30'' 8 Length Options (Send Gift Box)", "asin": "B085SXJFC7", "price": "$15.99", "quantity": ""},
{"title": "KissYan\nGold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men", "asin": "B0B6CHCJNF", "price": "$11.04", "quantity": ""},
{"title": "CLASICOMIS\nStackable Gold/Silver Chain for Men, 6/7 Pcs Stainless Steel Cross Chain Mens Necklace Jewelry Set for Men, 5/6 Chains + 1 Cross Pendant", "asin": "B0CRDX412H", "price": "$14.98", "quantity": ""}
],
"ads": [
{
"title": "Go to detail page for \"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.",
"asin": "B0DK6ZX74H"
},
{
"title": "Go to detail page for \"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.",
"asin": "B0DK6XNNBZ"
},
{
"title": "Go to detail page for \"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.",
"asin": "B0DK6YMVY3"
}
],
"search_results": [
{"title": "Stackable Gold/Silver Chain for Men, 6/7 Pcs Stainless Steel Cross Chain Mens Necklace Jewelry Set for Men, 5/6 Chains + 1 Cross Pendant", "asin": "B0CRDX412H", "price": "$14.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Stainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\"-30\", Send Gift Box", "asin": "B0BQB8ZDZG", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Flexible Waterproof Braided Leather cord Chain Necklace for Men/Women, 2MM/3MM Brown/Black Woven Leather Rope Chain for pendant (Gift Box)", "asin": "B095W7J7D7", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cuban Chain for Men 3.5mm/5mm/7mm/9mm Stainless Steel Men's Gold Chain Silver Chain Diamond Cut Hip Hop Link Chains Necklace 16-30 Inch", "asin": "B0CTQ6LRWQ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\u201d18\" 20\" 22\" 24\" 26\" 28\" 30\"-Send Gift Box", "asin": "B07K5S5XC9", "price": "$16.49", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "QianKao \u5929\u7136\u6c34\u6676\u51b0\u79cd\u9ed1\u66dc\u77f3\u8c94\u8c85\u540a\u5760\u7537\u5973\u6b3e\u9879\u94fe\u751f\u65e5\u793c\u7269(\u5f69\u773c\u9ed1\u66dc\u77f3)", "asin": "B0BTNTYP8W", "price": "$50.88", "delivery": "FREE delivery Apr 16 - 24 Only 10 left in stock - order soon."},
{"title": "QianKao 1Pcs\u4eff\u9ec4\u6c34\u6676\u8c94\u8c85\u540a\u5760\u9879\u94fe\u7537\u5973\u6b3e\u78e8\u7802\u7409\u7483\u5f25\u52d2\u4f5b\u540a\u5760\u6bdb\u8863\u94fe(\u8c94\u8c85)", "asin": "B0BYHJGL6N", "price": "$18.13", "delivery": "$4.99 delivery Apr 21 - May 2"},
{"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u865a\u7a7a\u85cf\u83e9\u8428-\u725b\u864e)", "asin": "B0BTNTSKHB", "price": "$18.00", "delivery": "FREE delivery Apr 16 - 24 Only 10 left in stock - order soon."},
{"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6)", "asin": "B0C1MDSBMW", "price": "$14.40", "delivery": "FREE delivery Apr 16 - 25 Only 3 left in stock - order soon."},
{"title": "QianKao \u516d\u5b57\u7bb4\u8a00\u590d\u53e4\u505a\u65e7\u53e4\u94dc\u8272\u8f6c\u7ecf\u7b52\u540a\u5760\u7537\u6c11\u65cf\u98ce\u7eaf\u94dc\u540a\u5760(\u539f\u8272\u6b3e\u5355\u540a\u5760)", "asin": "B0BW89NP22", "price": "$22.77", "delivery": "$4.99 delivery Apr 21 - May 2"},
{"title": "\u548c\u7530\u9752 White Jade Bangle Bracelet for Women \u767d\u7389\u963f\u5bcc\u6c57\u7389\u5760\u89c2\u97f3\u540a\u5760\u7537\u6b3e\u62a4\u8eab\u7b26\u4e58\u9f99\u89c2\u4e16\u97f3\u83e9\u8428\u7389\u4f69\u7389\u77f3 3007", "asin": "B0F2Z8ZVMH", "price": "$38.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"},
{"title": "Compass Coin Pendant Necklace 3/4 inch - 18k Gold or Silver Plated - Adjustable 17-19 inch Chain - Spring Ring Closure - Long-Lasting", "asin": "B07N275N1B", "price": "$70.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Waterproof Braided Leather Cord Chain Necklace, Men Women DIY Woven Wax Rope Chain for Pendant, Customize Available, 2/3mm Width, 16\" 18\" 20\" 22\" 24\" 26\" 28\" 30\" Length(with Gift Box)", "asin": "B0CZDNZR18", "price": "$16.62", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "ertified Grade A Jade Dragon and Phoenix Necklace, Dragon and Phoenix Brand pixiu God of Wealth Pendant Necklace for Couples, is an Eternal and Elegant Talisman of Happiness A Certified Burma Jadeite Women's Necklace Men's Necklace", "asin": "B0DRHXL8MN", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Square Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women", "asin": "B075H1PDZF", "price": "$13.18", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "\u548c\u7530\u9752 White Jade Bangle Bracelet for Women \u767d\u7389\u963f\u5bcc\u6c57\u7389\u5760\u89c2\u97f3\u540a\u5760\u7537\u6b3e\u62a4\u8eab\u7b26\u4e58\u9f99\u89c2\u4e16\u97f3\u83e9\u8428\u7389\u4f69\u7389\u77f3 3008", "asin": "B0F2Z8KMBJ", "price": "$38.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"},
{"title": "QianKao \u590d\u53e4\u505a\u65e7\u53e4\u94dc\u89c2\u4e16\u97f3\u7eaf\u94dc\u540a\u5760\u4e00\u7247\u843d\u53f6\u83e9\u8428\u7537\u5973\u58eb\u6302\u5760(\u5355\u540a\u5760)", "asin": "B0BW8CK61H", "price": "$19.67", "delivery": "$4.99 delivery Apr 21 - May 2"},
{"title": "QianKao \u516d\u5b57\u7bb4\u8a00\u590d\u53e4\u505a\u65e7\u53e4\u94dc\u8272\u8f6c\u7ecf\u7b52\u540a\u5760\u7537\u6c11\u65cf\u98ce\u7eaf\u94dc\u540a\u5760(\u505a\u65e7\u6b3e\u5355\u540a\u5760)", "asin": "B0BW8B48V1", "price": "$22.77", "delivery": "$4.99 delivery Apr 21 - May 2"},
{"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6+\u8c94\u8c85)", "asin": "B0C1MDDKKL", "price": "$21.87", "delivery": "FREE delivery Apr 16 - 25 Only 3 left in stock - order soon."},
{"title": "14k Gold Cross Necklace for Men Large Gold Cross Pendant Figaro Chain for Mens 14K Chain 5mm Masculine Appeal 20, 22, 24 INCH", "asin": "B0D93G788D", "price": "$89.95", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Braided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box", "asin": "B0CCXLC1PK", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "2/4/6mm Mens Necklace Gold/Silver Chain for Men - Stainless Steel Cuban Link Tone - NON-TARNISH & 100% Waterproof - Lifetime Jewelry UK - 18/20/22/24 Inch (2024 release)", "asin": "B0711XSV7B", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Gold Layered Necklaces for Women, 14K Dainty Gold Chain Necklace Women Trendy Cuban Link Paperclip Chain Toggle Clasp Necklace Fashion Chunky Jewelry for Women", "asin": "B0BNHZ5W6C", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "QianKao Lucky Mascot Ornaments Pendant Exorcism\u9ed1\u6a80\u6728\u590d\u53e4\u65f6\u5c1a\u6bdb\u8863\u94fe\u540a\u5760\u7537\u7b80\u7ea6\u51e0\u4f55\u578b\u9879\u94fe\u767e\u642d\u68c9\u9ebb\u914d\u9970\u54c1\u5973 (\u4e00\u70b9\u95ea\u9ed1\u6a80\u6728\u76ae\u7ef3\u9879\u94fe)", "asin": "B0BW8GHKX3", "price": "$18.99", "delivery": "$4.99 delivery Apr 21 - May 2"},
{"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u666e\u8d24\u83e9\u8428-\u9f99\u86c7)", "asin": "B0BTNTWJ4V", "price": "$27.87", "delivery": "$4.99 delivery Apr 21 - May 2"},
{"title": "\u5929\u7136\u7d2b\u91d1\u6731\u7802\u6302\u5760\u5409\u7965\u968f\u8eab\u7ea2\u8fd0\u6597\u59c6\u5143\u541b\u540a\u5760\u6302\u4ef6 pendant \u7537\u58eb\u5973\u6b3e", "asin": "B0CT624KS6", "price": "$29.64", "delivery": "FREE delivery Apr 22 - May 2"},
{"title": "\u6731\u7802\u5e73\u5b89\u9501\u5973\u9879\u94fe\u597d\u8fd0\u5e74\u7537\u540a\u5760\u6302\u4ef6 pendant \u957f\u547d\u9501\u6302\u4ef6, yellow, 9355968435700", "asin": "B0CT5ZW8S6", "price": "$23.39", "delivery": "FREE delivery Apr 22 - May 2"},
{"title": "Cross Necklace for Men, Silver Gold Stainless Steel Plain Cross Pendant Necklace for Men Cuban Chain 18-26 Inch", "asin": "B09Y5PD5PT", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "\u6b63\u54c1\u7d2b\u91d1\u7802\u5341\u76f8\u81ea\u5728\u540a\u5760\u7537\u58eb\u516d\u5b57\u771f\u8a00\u672c\u547d\u5e74\u5e1d\u738b\u7802\u94a5\u5319\u6263 < S-517807 >", "asin": "B0DQNRBCLW", "price": "$58.03", "delivery": "FREE delivery May 1 - 12"},
{"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u7a7a\u5fc3\u846b\u82a6)", "asin": "B0C1M7KWRC", "price": "$18.21", "delivery": "$4.29 delivery Apr 29 - May 8"},
{"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u5927\u65e5\u5982\u6765-\u7f8a\u7334)", "asin": "B0BTNVV9V3", "price": "$27.89", "delivery": "$4.99 delivery Apr 21 - May 2"},
{"title": "xiexuelian \u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6+\u798f\u888b)", "asin": "B0BV9WVYM5", "price": "$19.88", "delivery": "$4.29 delivery Apr 29 - May 8"},
{"title": "WW-09L2300 Cinnabar Beads Bracelets Jewelry for Good Luck Men Women Amulet Jewelies \u6731\u7802\u771f\u54c1\u5e73\u5b89\u6263\u540a\u5760\u6302\u7ef3\u914d\u4ef6\u5973\u9879\u94fe\u7537\u6b3e\u672c\u547d\u5e74\u7d2b\u91d1\u7802\u7f16\u7ec7", "asin": "B0DRFW732N", "price": "$48.02", "delivery": "FREE delivery May 1 - 12"},
{"title": "QianKao 1Pcs\u4eff\u9ec4\u6c34\u6676\u8c94\u8c85\u540a\u5760\u9879\u94fe\u7537\u5973\u6b3e\u78e8\u7802\u7409\u7483\u5f25\u52d2\u4f5b\u540a\u5760\u6bdb\u8863\u94fe(\u9f99\u724c)", "asin": "B0BYHKLRKQ", "price": "$18.13", "delivery": "$4.99 delivery Apr 21 - May 2"},
{"title": "\u9053\u5bb6\u63cf\u91d1\u6731\u7802\u9634\u9633\u4e94\u884c\u592a\u6781\u516b\u5366\u724c\u5e73\u5b89\u6302\u4ef6\u7537\u5973\u58eb\u540a\u5760\u6302\u4ef6 pendant, yellow, 9355968440124", "asin": "B0CT61BBXJ", "price": "$27.56", "delivery": "FREE delivery Apr 22 - May 2"},
{"title": "\u3010\u548c\u7530\u7389 Wealth Green Hetian jade Bracelet Spiritual Gift \u4e5d\u9f99\u62a4\u4e3b\u3011 \u9f99\u724c\u540a\u5760\u7537\u9752\u7389\u4e5d\u9f99\u6302\u4ef6\u53cc\u9762\u5de5\u7389\u4f69\u751f\u8096\u9f99\u9879\u94fe H-1260", "asin": "B0F2641PXJ", "price": "$150.50", "delivery": "FREE delivery May 1 - 12"},
{"title": "\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u846b\u82a6\u560e\u4e4c\u76d2\u540a\u5760\u7537\u58eb\u5973\u6b3e\u65b0\u6b3e\u94a5\u5319\u6263 Feng Shui bracelet lucky Coloured glaze keychain \u624b\u673a\u7d2b\u91d1\u7802\u798f\u5b57\u846b\u82a6\u540a\u5760 = DSGSSDA-438811", "asin": "B0DR6KYX2Y", "price": "$44.34", "delivery": "FREE delivery May 1 - 12"},
{"title": "\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u846b\u82a6\u560e\u4e4c\u76d2\u540a\u5760\u7537\u58eb\u5973\u6b3e\u65b0\u6b3e\u94a5\u5319\u6263 Feng Shui bracelet lucky Coloured glaze keychain \u624b\u673a\u7d2b\u91d1\u7802\u798f\u5b57\u846b\u82a6\u540a\u5760 = DSGSSDA-438810", "asin": "B0DR6KYKLQ", "price": "$44.34", "delivery": "FREE delivery May 1 - 12"},
{"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2705", "asin": "B0F22C88Y4", "price": "$870.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"},
{"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2706", "asin": "B0F2276KS5", "price": "$198.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"},
{"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ84Q7V", "price": "$38.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"},
{"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ6FTD3", "price": "$37.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"},
{"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ43PVG", "price": "$39.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"},
{"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2708", "asin": "B0F229GHJG", "price": "$318.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"},
{"title": "\u6731\u7802\u5341\u5b57\u67b6\u540a\u5760\u6302\u4ef6 pendant \u7537\u5973\u6b3e\u7d2b\u91d1\u7802\u9879\u5760\u672c\u547d\u5e74\u7ea2\u8272\u968f\u8eab\u6302\u9970, yellow, 9355968435038", "asin": "B0CT6394MF", "price": "$30.95", "delivery": "FREE delivery Apr 22 - May 2"},
{"title": "QianKao Mascot Exorcism Ward Off Evil Spirits Bring Lucky \u672c\u547d\u5e74\u91d1\u521a\u7ed3\u7ea2\u7ef3\u624b\u7ef3\u6c99\u91d1\u73d0\u7405\u540a\u5760\u53ef\u8c03\u8282\u624b\u94fe\u7537\u5973\u6b3e\u5e26\u8d27(\u7ea2\u7ef3\u00b7\u5c81\u5c81\u5e73\u5b89)", "asin": "B0C13WFD2K", "price": "$24.77", "delivery": "$4.99 delivery Apr 21 - May 2"},
{"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ87186", "price": "$40.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"},
{"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ3XLD1", "price": "$44.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"},
{"title": "\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u9f99\u724c\u540a\u5760\u7537\u5929\u7136\u539f\u77ff\u7d2b\u91d1\u7802\u98de\u9f99\u65cb\u8fd0\u9879\u94fe\u5973\u672c\u547d\u5e74\u6302\u4ef6 = DSGSSDA-439944", "asin": "B0DR74SLN6", "price": "$42.36", "delivery": "FREE delivery May 1 - 12"},
{"title": "\u9ad8\u542b\u91cf\u6676\u4f53\u7802\u539f\u77ff\u695e\u4e25\u5492\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u540a\u5760\u7537\u6b3e\u6302\u4ef6\u5973\u5e73\u5b89 = DSGSSDA-440118", "asin": "B0DR78CF8H", "price": "$54.15", "delivery": "FREE delivery May 1 - 12"},
{"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2710", "asin": "B0F22BB1R4", "price": "$126.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"},
{"title": "xiexuelian \u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u7a7a\u5fc3\u846b\u82a6-\u798f\u888b)", "asin": "B0BV9YPW49", "price": "$19.89", "delivery": "$4.29 delivery Apr 29 - May 8"},
{"title": "\u5929\u7136\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u540a\u5760\u7537\u58eb\u5b88\u62a4\u795e\u5973\u9879\u94fe\u672c\u547d\u4f5b\u724c\u5e73\u5b89\u89c2\u97f3\u5982\u6765\u751f\u8096\u6302\u4ef6 = DSGSSDA-439735", "asin": "B0DR75MK4Z", "price": "$49.20", "delivery": "FREE delivery May 1 - 12"},
{"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u6587\u6b8a\u83e9\u8428-\u5154)", "asin": "B0BTNWKHZZ", "price": "$27.89", "delivery": "$4.99 delivery Apr 21 - May 2"},
{"title": "Mascot pendant Men's and Women's Wear Accessories \u6c11\u65cf\u98ce\u9e21\u7fc5\u6728\u8d28\u4f5b\u73e0\u6bdb\u8863\u94fe\u957f\u6b3e\u7537\u9879\u94fe\u4eff\u677e\u77f3\u540a\u5760\u6728\u73e0\u914d\u9970 1Pcs(\u7ea2\u677e\u77f3\u957f\u6761\u6728\u73e0\u94fe)", "asin": "B0C7KD8B6J", "price": "$24.48", "delivery": "$4.99 delivery Apr 29 - May 8"},
{"title": "\u5929\u7136\u6731\u7802\u540a\u5760\u6302\u4ef6 pendant \u7537\u5973\u6b3e\u9ad8\u7eaf\u5ea6\u6676\u4f53\u672c\u547d\u5e74\u5e73\u5b89\u6263\u6bdb\u8863\u94fe, yellow, 9355968435366/831", "asin": "B0DKDTBX4M", "price": "$46.58", "delivery": "FREE delivery Apr 18 - 29"},
{"title": "\u5929\u7136\u7f05\u7538\u7fe1\u7fe0 Fengshui Natural jadeite Jade Bangle Bracelet for Wome \u89c2\u97f3\u666e\u8d24\u83e9\u8428\u7cef\u6b3e\u5f0f\u7389\u77f3\u540a\u5760\u7537\u5973\u6b3e\u6302\u4ef6\u9f99\u86c7\u5b88\u62a4\u795e H-1242", "asin": "B0F2654QHB", "price": "$126.39", "delivery": "FREE delivery May 1 - 12"},
{"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u5927\u52bf\u81f3\u83e9\u8428-\u9a6c)", "asin": "B0BTNVJ3YS", "price": "$27.89", "delivery": "$4.99 delivery Apr 21 - May 2"},
{"title": "\u5929\u7136\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u5c71\u9b3c\u82b1\u94b1\u540a\u5760\u7537\u6b3e\u9879\u94fe\u672c\u547d\u5e74\u9053\u5bb6\u6302\u4ef6\u5973\u6b3e\u516b\u5366\u724c\u9970\u54c1\u4ee4\u724c = DSGSSDA-440038", "asin": "B0DR76YZ2T", "price": "$53.17", "delivery": "FREE delivery May 1 - 12"},
{"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u6811\u53f6\u7a7a\u5fc3\u846b\u82a6)", "asin": "B0C1M3MCJG", "price": "$18.21", "delivery": "$4.29 delivery Apr 29 - May 8"},
{"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u6811\u53f6\u5b9e\u5fc3\u846b\u82a6)", "asin": "B0C1MMX1TF", "price": "$18.16", "delivery": "FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon."},
{"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6+\u6811\u53f6)", "asin": "B0C1MR8CY5", "price": "$18.40", "delivery": "FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon."}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-07T23:42:50.283Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>圆牌 吊坠 男</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>圆牌 吊坠 男</answer_argument>",
"index": 52,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u540a\\u5760 \\u7537\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Fiusem\\n3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Silvadore\\n2/4/6mm Mens Necklace Gold/Silver Chain for Men - Stainless Steel Cuban Link Tone - NON-TARNISH & 100% Waterproof - Lifetime Jewelry UK - 18/20/22/24 Inch (2024 release)\", \"asin\": \"B0711XSV7B\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"ChainsHouse\\nStainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\\\"-30\\\", Send Gift Box\", \"asin\": \"B0BQB953Z5\", \"price\": \"$22.68\", \"quantity\": \"\"},\n {\"title\": \"IOYYIO\\nFlexible Waterproof Braided Leather cord Chain Necklace for Men/Women, 2MM/3MM Brown/Black Woven Leather Rope Chain for pendant (Gift Box)\", \"asin\": \"B095W7J7D7\", \"price\": \"$15.99\", \"quantity\": \"\"},\n {\"title\": \"Monily\\nSquare Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women\", \"asin\": \"B075H1PDZF\", \"price\": \"$13.18\", \"quantity\": \"\"},\n {\"title\": \"ChainsHouse\\nStainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\\\"-30\\\", Send Gift Box\", \"asin\": \"B0BQB8ZDZG\", \"price\": \"$19.98\", \"quantity\": \"\"},\n {\"title\": \"LOLIAS\\nSilver Cross Necklace for Men Women 925 Sterling Silver Cross Pendant with 3mm Durable Stainless Steel Wheat Cross Chain, Crucifix Pendant Mens Cross Necklace Jewelry, 16-30 Inches\", \"asin\": \"B0BTM9NNV1\", \"price\": \"$27.99\", \"quantity\": \"\"},\n {\"title\": \"FindChic\\nMen Curb Chain Necklace 18K Gold Plated/Stainless Steel/Black Chunky Double Tight Cuban Link Hip Hop Neck Chains for Men Boys 3.5MM/5MM/6MM/7MM/9MM/12MM 14''-30'' 8 Length Options (Send Gift Box)\", \"asin\": \"B085SXJFC7\", \"price\": \"$15.99\", \"quantity\": \"\"},\n {\"title\": \"KissYan\\nGold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men\", \"asin\": \"B0B6CHCJNF\", \"price\": \"$11.04\", \"quantity\": \"\"},\n {\"title\": \"CLASICOMIS\\nStackable Gold/Silver Chain for Men, 6/7 Pcs Stainless Steel Cross Chain Mens Necklace Jewelry Set for Men, 5/6 Chains + 1 Cross Pendant\", \"asin\": \"B0CRDX412H\", \"price\": \"$14.98\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\\\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.\",\n \"asin\": \"B0DK6ZX74H\"\n},\n {\n \"title\": \"Go to detail page for \\\"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\\\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.\",\n \"asin\": \"B0DK6XNNBZ\"\n},\n {\n \"title\": \"Go to detail page for \\\"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\\\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.\",\n \"asin\": \"B0DK6YMVY3\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Stackable Gold/Silver Chain for Men, 6/7 Pcs Stainless Steel Cross Chain Mens Necklace Jewelry Set for Men, 5/6 Chains + 1 Cross Pendant\", \"asin\": \"B0CRDX412H\", \"price\": \"$14.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\\\"-30\\\", Send Gift Box\", \"asin\": \"B0BQB8ZDZG\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Flexible Waterproof Braided Leather cord Chain Necklace for Men/Women, 2MM/3MM Brown/Black Woven Leather Rope Chain for pendant (Gift Box)\", \"asin\": \"B095W7J7D7\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cuban Chain for Men 3.5mm/5mm/7mm/9mm Stainless Steel Men's Gold Chain Silver Chain Diamond Cut Hip Hop Link Chains Necklace 16-30 Inch\", \"asin\": \"B0CTQ6LRWQ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\\u201d18\\\" 20\\\" 22\\\" 24\\\" 26\\\" 28\\\" 30\\\"-Send Gift Box\", \"asin\": \"B07K5S5XC9\", \"price\": \"$16.49\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"QianKao \\u5929\\u7136\\u6c34\\u6676\\u51b0\\u79cd\\u9ed1\\u66dc\\u77f3\\u8c94\\u8c85\\u540a\\u5760\\u7537\\u5973\\u6b3e\\u9879\\u94fe\\u751f\\u65e5\\u793c\\u7269(\\u5f69\\u773c\\u9ed1\\u66dc\\u77f3)\", \"asin\": \"B0BTNTYP8W\", \"price\": \"$50.88\", \"delivery\": \"FREE delivery Apr 16 - 24 Only 10 left in stock - order soon.\"},\n {\"title\": \"QianKao 1Pcs\\u4eff\\u9ec4\\u6c34\\u6676\\u8c94\\u8c85\\u540a\\u5760\\u9879\\u94fe\\u7537\\u5973\\u6b3e\\u78e8\\u7802\\u7409\\u7483\\u5f25\\u52d2\\u4f5b\\u540a\\u5760\\u6bdb\\u8863\\u94fe(\\u8c94\\u8c85)\", \"asin\": \"B0BYHJGL6N\", \"price\": \"$18.13\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u865a\\u7a7a\\u85cf\\u83e9\\u8428-\\u725b\\u864e)\", \"asin\": \"B0BTNTSKHB\", \"price\": \"$18.00\", \"delivery\": \"FREE delivery Apr 16 - 24 Only 10 left in stock - order soon.\"},\n {\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u5b9e\\u5fc3\\u846b\\u82a6)\", \"asin\": \"B0C1MDSBMW\", \"price\": \"$14.40\", \"delivery\": \"FREE delivery Apr 16 - 25 Only 3 left in stock - order soon.\"},\n {\"title\": \"QianKao \\u516d\\u5b57\\u7bb4\\u8a00\\u590d\\u53e4\\u505a\\u65e7\\u53e4\\u94dc\\u8272\\u8f6c\\u7ecf\\u7b52\\u540a\\u5760\\u7537\\u6c11\\u65cf\\u98ce\\u7eaf\\u94dc\\u540a\\u5760(\\u539f\\u8272\\u6b3e\\u5355\\u540a\\u5760)\", \"asin\": \"B0BW89NP22\", \"price\": \"$22.77\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"\\u548c\\u7530\\u9752 White Jade Bangle Bracelet for Women \\u767d\\u7389\\u963f\\u5bcc\\u6c57\\u7389\\u5760\\u89c2\\u97f3\\u540a\\u5760\\u7537\\u6b3e\\u62a4\\u8eab\\u7b26\\u4e58\\u9f99\\u89c2\\u4e16\\u97f3\\u83e9\\u8428\\u7389\\u4f69\\u7389\\u77f3 3007\", \"asin\": \"B0F2Z8ZVMH\", \"price\": \"$38.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n {\"title\": \"Compass Coin Pendant Necklace 3/4 inch - 18k Gold or Silver Plated - Adjustable 17-19 inch Chain - Spring Ring Closure - Long-Lasting\", \"asin\": \"B07N275N1B\", \"price\": \"$70.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Waterproof Braided Leather Cord Chain Necklace, Men Women DIY Woven Wax Rope Chain for Pendant, Customize Available, 2/3mm Width, 16\\\" 18\\\" 20\\\" 22\\\" 24\\\" 26\\\" 28\\\" 30\\\" Length(with Gift Box)\", \"asin\": \"B0CZDNZR18\", \"price\": \"$16.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"ertified Grade A Jade Dragon and Phoenix Necklace, Dragon and Phoenix Brand pixiu God of Wealth Pendant Necklace for Couples, is an Eternal and Elegant Talisman of Happiness A Certified Burma Jadeite Women's Necklace Men's Necklace\", \"asin\": \"B0DRHXL8MN\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Square Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women\", \"asin\": \"B075H1PDZF\", \"price\": \"$13.18\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"\\u548c\\u7530\\u9752 White Jade Bangle Bracelet for Women \\u767d\\u7389\\u963f\\u5bcc\\u6c57\\u7389\\u5760\\u89c2\\u97f3\\u540a\\u5760\\u7537\\u6b3e\\u62a4\\u8eab\\u7b26\\u4e58\\u9f99\\u89c2\\u4e16\\u97f3\\u83e9\\u8428\\u7389\\u4f69\\u7389\\u77f3 3008\", \"asin\": \"B0F2Z8KMBJ\", \"price\": \"$38.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n {\"title\": \"QianKao \\u590d\\u53e4\\u505a\\u65e7\\u53e4\\u94dc\\u89c2\\u4e16\\u97f3\\u7eaf\\u94dc\\u540a\\u5760\\u4e00\\u7247\\u843d\\u53f6\\u83e9\\u8428\\u7537\\u5973\\u58eb\\u6302\\u5760(\\u5355\\u540a\\u5760)\", \"asin\": \"B0BW8CK61H\", \"price\": \"$19.67\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"QianKao \\u516d\\u5b57\\u7bb4\\u8a00\\u590d\\u53e4\\u505a\\u65e7\\u53e4\\u94dc\\u8272\\u8f6c\\u7ecf\\u7b52\\u540a\\u5760\\u7537\\u6c11\\u65cf\\u98ce\\u7eaf\\u94dc\\u540a\\u5760(\\u505a\\u65e7\\u6b3e\\u5355\\u540a\\u5760)\", \"asin\": \"B0BW8B48V1\", \"price\": \"$22.77\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u5b9e\\u5fc3\\u846b\\u82a6+\\u8c94\\u8c85)\", \"asin\": \"B0C1MDDKKL\", \"price\": \"$21.87\", \"delivery\": \"FREE delivery Apr 16 - 25 Only 3 left in stock - order soon.\"},\n {\"title\": \"14k Gold Cross Necklace for Men Large Gold Cross Pendant Figaro Chain for Mens 14K Chain 5mm Masculine Appeal 20, 22, 24 INCH\", \"asin\": \"B0D93G788D\", \"price\": \"$89.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Braided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box\", \"asin\": \"B0CCXLC1PK\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"2/4/6mm Mens Necklace Gold/Silver Chain for Men - Stainless Steel Cuban Link Tone - NON-TARNISH & 100% Waterproof - Lifetime Jewelry UK - 18/20/22/24 Inch (2024 release)\", \"asin\": \"B0711XSV7B\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gold Layered Necklaces for Women, 14K Dainty Gold Chain Necklace Women Trendy Cuban Link Paperclip Chain Toggle Clasp Necklace Fashion Chunky Jewelry for Women\", \"asin\": \"B0BNHZ5W6C\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"QianKao Lucky Mascot Ornaments Pendant Exorcism\\u9ed1\\u6a80\\u6728\\u590d\\u53e4\\u65f6\\u5c1a\\u6bdb\\u8863\\u94fe\\u540a\\u5760\\u7537\\u7b80\\u7ea6\\u51e0\\u4f55\\u578b\\u9879\\u94fe\\u767e\\u642d\\u68c9\\u9ebb\\u914d\\u9970\\u54c1\\u5973 (\\u4e00\\u70b9\\u95ea\\u9ed1\\u6a80\\u6728\\u76ae\\u7ef3\\u9879\\u94fe)\", \"asin\": \"B0BW8GHKX3\", \"price\": \"$18.99\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u666e\\u8d24\\u83e9\\u8428-\\u9f99\\u86c7)\", \"asin\": \"B0BTNTWJ4V\", \"price\": \"$27.87\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"\\u5929\\u7136\\u7d2b\\u91d1\\u6731\\u7802\\u6302\\u5760\\u5409\\u7965\\u968f\\u8eab\\u7ea2\\u8fd0\\u6597\\u59c6\\u5143\\u541b\\u540a\\u5760\\u6302\\u4ef6 pendant \\u7537\\u58eb\\u5973\\u6b3e\", \"asin\": \"B0CT624KS6\", \"price\": \"$29.64\", \"delivery\": \"FREE delivery Apr 22 - May 2\"},\n {\"title\": \"\\u6731\\u7802\\u5e73\\u5b89\\u9501\\u5973\\u9879\\u94fe\\u597d\\u8fd0\\u5e74\\u7537\\u540a\\u5760\\u6302\\u4ef6 pendant \\u957f\\u547d\\u9501\\u6302\\u4ef6, yellow, 9355968435700\", \"asin\": \"B0CT5ZW8S6\", \"price\": \"$23.39\", \"delivery\": \"FREE delivery Apr 22 - May 2\"},\n {\"title\": \"Cross Necklace for Men, Silver Gold Stainless Steel Plain Cross Pendant Necklace for Men Cuban Chain 18-26 Inch\", \"asin\": \"B09Y5PD5PT\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"\\u6b63\\u54c1\\u7d2b\\u91d1\\u7802\\u5341\\u76f8\\u81ea\\u5728\\u540a\\u5760\\u7537\\u58eb\\u516d\\u5b57\\u771f\\u8a00\\u672c\\u547d\\u5e74\\u5e1d\\u738b\\u7802\\u94a5\\u5319\\u6263 < S-517807 >\", \"asin\": \"B0DQNRBCLW\", \"price\": \"$58.03\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u7a7a\\u5fc3\\u846b\\u82a6)\", \"asin\": \"B0C1M7KWRC\", \"price\": \"$18.21\", \"delivery\": \"$4.29 delivery Apr 29 - May 8\"},\n {\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u5927\\u65e5\\u5982\\u6765-\\u7f8a\\u7334)\", \"asin\": \"B0BTNVV9V3\", \"price\": \"$27.89\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"xiexuelian \\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u5b9e\\u5fc3\\u846b\\u82a6+\\u798f\\u888b)\", \"asin\": \"B0BV9WVYM5\", \"price\": \"$19.88\", \"delivery\": \"$4.29 delivery Apr 29 - May 8\"},\n {\"title\": \"WW-09L2300 Cinnabar Beads Bracelets Jewelry for Good Luck Men Women Amulet Jewelies \\u6731\\u7802\\u771f\\u54c1\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u6302\\u7ef3\\u914d\\u4ef6\\u5973\\u9879\\u94fe\\u7537\\u6b3e\\u672c\\u547d\\u5e74\\u7d2b\\u91d1\\u7802\\u7f16\\u7ec7\", \"asin\": \"B0DRFW732N\", \"price\": \"$48.02\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"QianKao 1Pcs\\u4eff\\u9ec4\\u6c34\\u6676\\u8c94\\u8c85\\u540a\\u5760\\u9879\\u94fe\\u7537\\u5973\\u6b3e\\u78e8\\u7802\\u7409\\u7483\\u5f25\\u52d2\\u4f5b\\u540a\\u5760\\u6bdb\\u8863\\u94fe(\\u9f99\\u724c)\", \"asin\": \"B0BYHKLRKQ\", \"price\": \"$18.13\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"\\u9053\\u5bb6\\u63cf\\u91d1\\u6731\\u7802\\u9634\\u9633\\u4e94\\u884c\\u592a\\u6781\\u516b\\u5366\\u724c\\u5e73\\u5b89\\u6302\\u4ef6\\u7537\\u5973\\u58eb\\u540a\\u5760\\u6302\\u4ef6 pendant, yellow, 9355968440124\", \"asin\": \"B0CT61BBXJ\", \"price\": \"$27.56\", \"delivery\": \"FREE delivery Apr 22 - May 2\"},\n {\"title\": \"\\u3010\\u548c\\u7530\\u7389 Wealth Green Hetian jade Bracelet Spiritual Gift \\u4e5d\\u9f99\\u62a4\\u4e3b\\u3011 \\u9f99\\u724c\\u540a\\u5760\\u7537\\u9752\\u7389\\u4e5d\\u9f99\\u6302\\u4ef6\\u53cc\\u9762\\u5de5\\u7389\\u4f69\\u751f\\u8096\\u9f99\\u9879\\u94fe H-1260\", \"asin\": \"B0F2641PXJ\", \"price\": \"$150.50\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u846b\\u82a6\\u560e\\u4e4c\\u76d2\\u540a\\u5760\\u7537\\u58eb\\u5973\\u6b3e\\u65b0\\u6b3e\\u94a5\\u5319\\u6263 Feng Shui bracelet lucky Coloured glaze keychain \\u624b\\u673a\\u7d2b\\u91d1\\u7802\\u798f\\u5b57\\u846b\\u82a6\\u540a\\u5760 = DSGSSDA-438811\", \"asin\": \"B0DR6KYX2Y\", \"price\": \"$44.34\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u846b\\u82a6\\u560e\\u4e4c\\u76d2\\u540a\\u5760\\u7537\\u58eb\\u5973\\u6b3e\\u65b0\\u6b3e\\u94a5\\u5319\\u6263 Feng Shui bracelet lucky Coloured glaze keychain \\u624b\\u673a\\u7d2b\\u91d1\\u7802\\u798f\\u5b57\\u846b\\u82a6\\u540a\\u5760 = DSGSSDA-438810\", \"asin\": \"B0DR6KYKLQ\", \"price\": \"$44.34\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"\\u65b0\\u7586 Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u7537\\u5973\\u6b3e Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u540a\\u5760\\u60c5\\u4fa3\\u7389\\u4f69\\u9879\\u94fe\\u6302\\u4ef6\\u6b63\\u54c1-Chu Wen Sheng2705\", \"asin\": \"B0F22C88Y4\", \"price\": \"$870.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n {\"title\": \"\\u65b0\\u7586 Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u7537\\u5973\\u6b3e Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u540a\\u5760\\u60c5\\u4fa3\\u7389\\u4f69\\u9879\\u94fe\\u6302\\u4ef6\\u6b63\\u54c1-Chu Wen Sheng2706\", \"asin\": \"B0F2276KS5\", \"price\": \"$198.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n {\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ84Q7V\", \"price\": \"$38.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ6FTD3\", \"price\": \"$37.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ43PVG\", \"price\": \"$39.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"\\u65b0\\u7586 Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u7537\\u5973\\u6b3e Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u540a\\u5760\\u60c5\\u4fa3\\u7389\\u4f69\\u9879\\u94fe\\u6302\\u4ef6\\u6b63\\u54c1-Chu Wen Sheng2708\", \"asin\": \"B0F229GHJG\", \"price\": \"$318.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n {\"title\": \"\\u6731\\u7802\\u5341\\u5b57\\u67b6\\u540a\\u5760\\u6302\\u4ef6 pendant \\u7537\\u5973\\u6b3e\\u7d2b\\u91d1\\u7802\\u9879\\u5760\\u672c\\u547d\\u5e74\\u7ea2\\u8272\\u968f\\u8eab\\u6302\\u9970, yellow, 9355968435038\", \"asin\": \"B0CT6394MF\", \"price\": \"$30.95\", \"delivery\": \"FREE delivery Apr 22 - May 2\"},\n {\"title\": \"QianKao Mascot Exorcism Ward Off Evil Spirits Bring Lucky \\u672c\\u547d\\u5e74\\u91d1\\u521a\\u7ed3\\u7ea2\\u7ef3\\u624b\\u7ef3\\u6c99\\u91d1\\u73d0\\u7405\\u540a\\u5760\\u53ef\\u8c03\\u8282\\u624b\\u94fe\\u7537\\u5973\\u6b3e\\u5e26\\u8d27(\\u7ea2\\u7ef3\\u00b7\\u5c81\\u5c81\\u5e73\\u5b89)\", \"asin\": \"B0C13WFD2K\", \"price\": \"$24.77\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ87186\", \"price\": \"$40.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ3XLD1\", \"price\": \"$44.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n {\"title\": \"\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u9f99\\u724c\\u540a\\u5760\\u7537\\u5929\\u7136\\u539f\\u77ff\\u7d2b\\u91d1\\u7802\\u98de\\u9f99\\u65cb\\u8fd0\\u9879\\u94fe\\u5973\\u672c\\u547d\\u5e74\\u6302\\u4ef6 = DSGSSDA-439944\", \"asin\": \"B0DR74SLN6\", \"price\": \"$42.36\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"\\u9ad8\\u542b\\u91cf\\u6676\\u4f53\\u7802\\u539f\\u77ff\\u695e\\u4e25\\u5492\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u540a\\u5760\\u7537\\u6b3e\\u6302\\u4ef6\\u5973\\u5e73\\u5b89 = DSGSSDA-440118\", \"asin\": \"B0DR78CF8H\", \"price\": \"$54.15\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"\\u65b0\\u7586 Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u7537\\u5973\\u6b3e Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u540a\\u5760\\u60c5\\u4fa3\\u7389\\u4f69\\u9879\\u94fe\\u6302\\u4ef6\\u6b63\\u54c1-Chu Wen Sheng2710\", \"asin\": \"B0F22BB1R4\", \"price\": \"$126.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n {\"title\": \"xiexuelian \\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u7a7a\\u5fc3\\u846b\\u82a6-\\u798f\\u888b)\", \"asin\": \"B0BV9YPW49\", \"price\": \"$19.89\", \"delivery\": \"$4.29 delivery Apr 29 - May 8\"},\n {\"title\": \"\\u5929\\u7136\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u540a\\u5760\\u7537\\u58eb\\u5b88\\u62a4\\u795e\\u5973\\u9879\\u94fe\\u672c\\u547d\\u4f5b\\u724c\\u5e73\\u5b89\\u89c2\\u97f3\\u5982\\u6765\\u751f\\u8096\\u6302\\u4ef6 = DSGSSDA-439735\", \"asin\": \"B0DR75MK4Z\", \"price\": \"$49.20\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u6587\\u6b8a\\u83e9\\u8428-\\u5154)\", \"asin\": \"B0BTNWKHZZ\", \"price\": \"$27.89\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"Mascot pendant Men's and Women's Wear Accessories \\u6c11\\u65cf\\u98ce\\u9e21\\u7fc5\\u6728\\u8d28\\u4f5b\\u73e0\\u6bdb\\u8863\\u94fe\\u957f\\u6b3e\\u7537\\u9879\\u94fe\\u4eff\\u677e\\u77f3\\u540a\\u5760\\u6728\\u73e0\\u914d\\u9970 1Pcs(\\u7ea2\\u677e\\u77f3\\u957f\\u6761\\u6728\\u73e0\\u94fe)\", \"asin\": \"B0C7KD8B6J\", \"price\": \"$24.48\", \"delivery\": \"$4.99 delivery Apr 29 - May 8\"},\n {\"title\": \"\\u5929\\u7136\\u6731\\u7802\\u540a\\u5760\\u6302\\u4ef6 pendant \\u7537\\u5973\\u6b3e\\u9ad8\\u7eaf\\u5ea6\\u6676\\u4f53\\u672c\\u547d\\u5e74\\u5e73\\u5b89\\u6263\\u6bdb\\u8863\\u94fe, yellow, 9355968435366/831\", \"asin\": \"B0DKDTBX4M\", \"price\": \"$46.58\", \"delivery\": \"FREE delivery Apr 18 - 29\"},\n {\"title\": \"\\u5929\\u7136\\u7f05\\u7538\\u7fe1\\u7fe0 Fengshui Natural jadeite Jade Bangle Bracelet for Wome \\u89c2\\u97f3\\u666e\\u8d24\\u83e9\\u8428\\u7cef\\u6b3e\\u5f0f\\u7389\\u77f3\\u540a\\u5760\\u7537\\u5973\\u6b3e\\u6302\\u4ef6\\u9f99\\u86c7\\u5b88\\u62a4\\u795e H-1242\", \"asin\": \"B0F2654QHB\", \"price\": \"$126.39\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u5927\\u52bf\\u81f3\\u83e9\\u8428-\\u9a6c)\", \"asin\": \"B0BTNVJ3YS\", \"price\": \"$27.89\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n {\"title\": \"\\u5929\\u7136\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u5c71\\u9b3c\\u82b1\\u94b1\\u540a\\u5760\\u7537\\u6b3e\\u9879\\u94fe\\u672c\\u547d\\u5e74\\u9053\\u5bb6\\u6302\\u4ef6\\u5973\\u6b3e\\u516b\\u5366\\u724c\\u9970\\u54c1\\u4ee4\\u724c = DSGSSDA-440038\", \"asin\": \"B0DR76YZ2T\", \"price\": \"$53.17\", \"delivery\": \"FREE delivery May 1 - 12\"},\n {\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u6811\\u53f6\\u7a7a\\u5fc3\\u846b\\u82a6)\", \"asin\": \"B0C1M3MCJG\", \"price\": \"$18.21\", \"delivery\": \"$4.29 delivery Apr 29 - May 8\"},\n {\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u6811\\u53f6\\u5b9e\\u5fc3\\u846b\\u82a6)\", \"asin\": \"B0C1MMX1TF\", \"price\": \"$18.16\", \"delivery\": \"FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon.\"},\n {\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u5b9e\\u5fc3\\u846b\\u82a6+\\u6811\\u53f6)\", \"asin\": \"B0C1MR8CY5\", \"price\": \"$18.40\", \"delivery\": \"FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon.\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T23:42:50.283Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:10:23.790Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T00:10:23.790Z
|
input
|
Pendant Men
|
rule
|
2025-04-08T00:10:23.790Z
|
train
| 53 |
2025-04-08T00:10:23.790Z
|
input
|
Pendant Men
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
<|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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T00:10:23.790Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>Pendant Men</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>Pendant Men</answer_argument>",
"index": 53,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:10:23.790Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant Men\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 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Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS6ZDW8\", \"price\": \"$49.95\", \"quantity\": \"\"},\n {\"title\": \"MOO&LEE\\nMen's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain\", \"asin\": \"B07XXQCXF4\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"COAI\\nStainless Steel Chain Square Simple Stone Necklace\", \"asin\": \"B0CRGT1HZB\", \"price\": \"$25.00\", \"quantity\": \"\"},\n {\"title\": \"Fiusem\\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch\", \"asin\": \"B0CLGXKJCN\", \"price\": \"$9.79\", \"quantity\": \"\"},\n {\"title\": \"ZENLUNANO\\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch\", \"asin\": \"B0D4792WHH\", \"price\": \"$14.27\", \"quantity\": \"\"},\n {\"title\": \"FaithHeart\\nSaint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"quantity\": \"\"},\n {\"title\": \"Milumber\\nCross Breathing Necklace to Quit Smoking for Men & Women \\u2013 Stainless Steel Anxiety Relief Necklace, Stop Smoking Inhaler, Breathlink & Noluva Inspired Design\", \"asin\": \"B0DK9BZ32C\", \"price\": \"$16.14\", \"quantity\": \"\"},\n {\"title\": \"YFN\\nGame Necklace Sterling Silver Triforce Pendant Jewelry Gifts for Men Women\", \"asin\": \"B09XPTMB4K\", \"price\": \"$33.29\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Ropartman Wooden Cross Necklace for Men, Real Ebony Inset In Black Stainless Steel Christian Wood Crucifix Pendant, Includes Necklace 24\\\" Box Chain\",\n \"asin\": \"B0CB15CWSC\"\n},\n {\n \"title\": \"Ropartman Wooden Cross Necklace for Men, Real Ebony Mens Cross Necklaces Black Stainless Steel Christian Wood Crucifix Pendant, with Necklace 24\\\" Round Box Chain\",\n \"asin\": \"B0D7397B4T\"\n},\n {\n \"title\": \"Ropartman Wooden Cross Necklace for Men, Hand Inlaid Real Ebony Gold Stainless Steel Mens Cross Necklaces, Christian Black Wood Crucifix Pendant 24\\\" Box Chain (Gold)\",\n \"asin\": \"B0D72PTWTS\"\n}\n ],\n \"search_results\": [\n {\"title\": \"RTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant with Adjustable 21\\\" Necklace Chain | Design-led, artisan jewelry from London\", \"asin\": \"B09BQZ4PXH\", \"price\": \"$42.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain\", \"asin\": \"B07XXQCXF4\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B081LKNH95\", \"price\": \"$9.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRYKC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0CGXMDF7Y\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"4-Way Cross Pendant Necklace, 24\\\" (previously Amazon Collection)\", \"asin\": \"B003H9LFUU\", \"price\": \"$40.80\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"RTZN\\u00ae Lapis Lazuli Necklace for Men \\u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS6ZDW8\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men\", \"asin\": \"B0D6RDJ1QV\", \"price\": \"$38.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Hollow Vertical Bar Air Freshener Perfume Oil Diffuser Locket Charm Jewelry Pendant Necklace For Women Men Love\", \"asin\": \"B0DS9KNQBF\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\\\" Rope Chain for Men Women\", \"asin\": \"B09YXQBPPK\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Healing Crystal Stone Pointed Necklace Adjustable Black Rope Natural Gemstone Pendant Necklaces Jewelry for Men Women\", \"asin\": \"B09SPY7ZXC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B0CR5XN8VJ\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Opal Pendant, 925 Sterling Silver Handmade Blue Opal Signet Men's Pendant, Mens Jewelry, Boyfriend Gift, Gift For Him\", \"asin\": \"B0F3P4DLZT\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery May 5 - 13 Or fastest delivery Apr 16 - 18\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches\", \"asin\": \"B0DHVBRN1Y\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B08M9R63D5\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant\", \"asin\": \"B07X6SNM87\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\\u201dand in a Gift Box\", \"asin\": \"B01EQ60NS2\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gemstone Crystal Necklace Pendant - Healing Good Luck Donut Crystal Stone Jewelry Necklace - Positive Energy Amulet Unisex Adjustable Cord\", \"asin\": \"B09YJRL6V8\", \"price\": \"$14.95\", \"delivery\": \"FREE delivery Apr 20 - 27 for Prime members\"},\n {\"title\": \"Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain\", \"asin\": \"B07RLV6V1G\", \"price\": \"$12.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men Rock Hip Hop Jewelry Stainless Steel 18K Gold Plated Spear Point Arrowhead/Wolf Teeth Pendant Necklaces 22\\\"\", \"asin\": \"B0828RCCKS\", \"price\": \"$14.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Punk Rock Stainless Steel Playing Card Poker Dog Tag Pendant Necklace\", \"asin\": \"B08JCPHCTC\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Ace of Spades Pendant Necklace for Men and Women Poker Card Pendant with 24 Inch Link Chain\", \"asin\": \"B08GL9QKPZ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"RTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Unique Bear Necklace - Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box\", \"asin\": \"B0DMT6L977\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain\", \"asin\": \"B077SFD5ZB\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch\", \"asin\": \"B07NN5P4C7\", \"price\": \"$11.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women\", \"asin\": \"B0CYGWVGNX\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch\", \"asin\": \"B09YQJMFLM\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\\\" Chain\", \"asin\": \"B07KMB52T8\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men\", \"asin\": \"B0B6CM5PBL\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant\", \"asin\": \"B0CVXG8YXG\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small\", \"asin\": \"B006BJFPWM\", \"price\": \"$7.15\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Made by Nami Pendant Necklace for Men 23\\\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)\", \"asin\": \"B08HM44HTT\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon.\"},\n {\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain\", \"asin\": \"B06WWN6Y3V\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEOK0S\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women\", \"asin\": \"B0B2K981VV\", \"price\": \"$23.88\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant\", \"asin\": \"B0D2QVK28Z\", \"price\": \"$124.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)\", \"asin\": \"B01N0F7818\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women\", \"asin\": \"B0BL3QS68S\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:10:31.772Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T00:10:31.772Z
|
click_product
|
B081LKNH95
|
rule
|
2025-04-08T00:10:31.772Z
|
train
| 54 |
2025-04-08T00:10:31.772Z
|
click_product
|
B081LKNH95
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
<|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": "Pendant Men"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "RTZN\nRTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "quantity": ""},
{"title": "Fiusem\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "quantity": ""},
{"title": "RTZN\nRTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWS6ZDW8", "price": "$49.95", "quantity": ""},
{"title": "MOO&LEE\nMen's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain", "asin": "B07XXQCXF4", "price": "$29.99", "quantity": ""},
{"title": "COAI\nStainless Steel Chain Square Simple Stone Necklace", "asin": "B0CRGT1HZB", "price": "$25.00", "quantity": ""},
{"title": "Fiusem\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch", "asin": "B0CLGXKJCN", "price": "$9.79", "quantity": ""},
{"title": "ZENLUNANO\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch", "asin": "B0D4792WHH", "price": "$14.27", "quantity": ""},
{"title": "FaithHeart\nSaint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging", "asin": "B0C7712MT1", "price": "$19.51", "quantity": ""},
{"title": "Milumber\nCross Breathing Necklace to Quit Smoking for Men & Women \u2013 Stainless Steel Anxiety Relief Necklace, Stop Smoking Inhaler, Breathlink & Noluva Inspired Design", "asin": "B0DK9BZ32C", "price": "$16.14", "quantity": ""},
{"title": "YFN\nGame Necklace Sterling Silver Triforce Pendant Jewelry Gifts for Men Women", "asin": "B09XPTMB4K", "price": "$33.29", "quantity": ""}
],
"ads": [
{
"title": "Ropartman Wooden Cross Necklace for Men, Real Ebony Inset In Black Stainless Steel Christian Wood Crucifix Pendant, Includes Necklace 24\" Box Chain",
"asin": "B0CB15CWSC"
},
{
"title": "Ropartman Wooden Cross Necklace for Men, Real Ebony Mens Cross Necklaces Black Stainless Steel Christian Wood Crucifix Pendant, with Necklace 24\" Round Box Chain",
"asin": "B0D7397B4T"
},
{
"title": "Ropartman Wooden Cross Necklace for Men, Hand Inlaid Real Ebony Gold Stainless Steel Mens Cross Necklaces, Christian Black Wood Crucifix Pendant 24\" Box Chain (Gold)",
"asin": "B0D72PTWTS"
}
],
"search_results": [
{"title": "RTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Compass Pendant with Adjustable 21\" Necklace Chain | Design-led, artisan jewelry from London", "asin": "B09BQZ4PXH", "price": "$42.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain", "asin": "B07XP6D6YF", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain", "asin": "B07XXQCXF4", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B081LKNH95", "price": "$9.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRYKC", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant", "asin": "B0CGXMDF7Y", "price": "$44.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "4-Way Cross Pendant Necklace, 24\" (previously Amazon Collection)", "asin": "B003H9LFUU", "price": "$40.80", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "RTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWS6ZDW8", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men", "asin": "B0D6RDJ1QV", "price": "$38.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel Hollow Vertical Bar Air Freshener Perfume Oil Diffuser Locket Charm Jewelry Pendant Necklace For Women Men Love", "asin": "B0DS9KNQBF", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\" Rope Chain for Men Women", "asin": "B09YXQBPPK", "price": "$22.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Healing Crystal Stone Pointed Necklace Adjustable Black Rope Natural Gemstone Pendant Necklaces Jewelry for Men Women", "asin": "B09SPY7ZXC", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B0CR5XN8VJ", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Opal Pendant, 925 Sterling Silver Handmade Blue Opal Signet Men's Pendant, Mens Jewelry, Boyfriend Gift, Gift For Him", "asin": "B0F3P4DLZT", "price": "$32.99", "delivery": "FREE delivery May 5 - 13 Or fastest delivery Apr 16 - 18"},
{"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches", "asin": "B0DHVBRN1Y", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B08M9R63D5", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant", "asin": "B07X6SNM87", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\u201dand in a Gift Box", "asin": "B01EQ60NS2", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Gemstone Crystal Necklace Pendant - Healing Good Luck Donut Crystal Stone Jewelry Necklace - Positive Energy Amulet Unisex Adjustable Cord", "asin": "B09YJRL6V8", "price": "$14.95", "delivery": "FREE delivery Apr 20 - 27 for Prime members"},
{"title": "Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain", "asin": "B07RLV6V1G", "price": "$12.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men Rock Hip Hop Jewelry Stainless Steel 18K Gold Plated Spear Point Arrowhead/Wolf Teeth Pendant Necklaces 22\"", "asin": "B0828RCCKS", "price": "$14.97", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Punk Rock Stainless Steel Playing Card Poker Dog Tag Pendant Necklace", "asin": "B08JCPHCTC", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel Ace of Spades Pendant Necklace for Men and Women Poker Card Pendant with 24 Inch Link Chain", "asin": "B08GL9QKPZ", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "RTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Unique Bear Necklace - Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box", "asin": "B0DMT6L977", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain", "asin": "B077SFD5ZB", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch", "asin": "B07NN5P4C7", "price": "$11.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging", "asin": "B0C7712MT1", "price": "$19.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women", "asin": "B0CYGWVGNX", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch", "asin": "B09YQJMFLM", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\" Chain", "asin": "B07KMB52T8", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men", "asin": "B0B6CM5PBL", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant", "asin": "B0CVXG8YXG", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"},
{"title": "COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small", "asin": "B006BJFPWM", "price": "$7.15", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Made by Nami Pendant Necklace for Men 23\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)", "asin": "B08HM44HTT", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon."},
{"title": "Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain", "asin": "B07XP6D6YF", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain", "asin": "B06WWN6Y3V", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEOK0S", "price": "$8.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women", "asin": "B0B2K981VV", "price": "$23.88", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant", "asin": "B0D2QVK28Z", "price": "$124.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)", "asin": "B01N0F7818", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women", "asin": "B0BL3QS68S", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T00:10:31.772Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click_product</answer_action><answer_argument>B081LKNH95</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B081LKNH95</answer_argument>",
"index": 54,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant Men\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"RTZN\\nRTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"quantity\": \"\"},\n {\"title\": \"Fiusem\\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"RTZN\\nRTZN\\u00ae Lapis Lazuli Necklace for Men \\u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS6ZDW8\", \"price\": \"$49.95\", \"quantity\": \"\"},\n {\"title\": \"MOO&LEE\\nMen's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain\", \"asin\": \"B07XXQCXF4\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"COAI\\nStainless Steel Chain Square Simple Stone Necklace\", \"asin\": \"B0CRGT1HZB\", \"price\": \"$25.00\", \"quantity\": \"\"},\n {\"title\": \"Fiusem\\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch\", \"asin\": \"B0CLGXKJCN\", \"price\": \"$9.79\", \"quantity\": \"\"},\n {\"title\": \"ZENLUNANO\\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch\", \"asin\": \"B0D4792WHH\", \"price\": \"$14.27\", \"quantity\": \"\"},\n {\"title\": \"FaithHeart\\nSaint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"quantity\": \"\"},\n {\"title\": \"Milumber\\nCross Breathing Necklace to Quit Smoking for Men & Women \\u2013 Stainless Steel Anxiety Relief Necklace, Stop Smoking Inhaler, Breathlink & Noluva Inspired Design\", \"asin\": \"B0DK9BZ32C\", \"price\": \"$16.14\", \"quantity\": \"\"},\n {\"title\": \"YFN\\nGame Necklace Sterling Silver Triforce Pendant Jewelry Gifts for Men Women\", \"asin\": \"B09XPTMB4K\", \"price\": \"$33.29\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Ropartman Wooden Cross Necklace for Men, Real Ebony Inset In Black Stainless Steel Christian Wood Crucifix Pendant, Includes Necklace 24\\\" Box Chain\",\n \"asin\": \"B0CB15CWSC\"\n},\n {\n \"title\": \"Ropartman Wooden Cross Necklace for Men, Real Ebony Mens Cross Necklaces Black Stainless Steel Christian Wood Crucifix Pendant, with Necklace 24\\\" Round Box Chain\",\n \"asin\": \"B0D7397B4T\"\n},\n {\n \"title\": \"Ropartman Wooden Cross Necklace for Men, Hand Inlaid Real Ebony Gold Stainless Steel Mens Cross Necklaces, Christian Black Wood Crucifix Pendant 24\\\" Box Chain (Gold)\",\n \"asin\": \"B0D72PTWTS\"\n}\n ],\n \"search_results\": [\n {\"title\": \"RTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant with Adjustable 21\\\" Necklace Chain | Design-led, artisan jewelry from London\", \"asin\": \"B09BQZ4PXH\", \"price\": \"$42.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain\", \"asin\": \"B07XXQCXF4\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B081LKNH95\", \"price\": \"$9.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRYKC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0CGXMDF7Y\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"4-Way Cross Pendant Necklace, 24\\\" (previously Amazon Collection)\", \"asin\": \"B003H9LFUU\", \"price\": \"$40.80\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"RTZN\\u00ae Lapis Lazuli Necklace for Men \\u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS6ZDW8\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men\", \"asin\": \"B0D6RDJ1QV\", \"price\": \"$38.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Hollow Vertical Bar Air Freshener Perfume Oil Diffuser Locket Charm Jewelry Pendant Necklace For Women Men Love\", \"asin\": \"B0DS9KNQBF\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\\\" Rope Chain for Men Women\", \"asin\": \"B09YXQBPPK\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Healing Crystal Stone Pointed Necklace Adjustable Black Rope Natural Gemstone Pendant Necklaces Jewelry for Men Women\", \"asin\": \"B09SPY7ZXC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B0CR5XN8VJ\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Opal Pendant, 925 Sterling Silver Handmade Blue Opal Signet Men's Pendant, Mens Jewelry, Boyfriend Gift, Gift For Him\", \"asin\": \"B0F3P4DLZT\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery May 5 - 13 Or fastest delivery Apr 16 - 18\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches\", \"asin\": \"B0DHVBRN1Y\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B08M9R63D5\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant\", \"asin\": \"B07X6SNM87\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\\u201dand in a Gift Box\", \"asin\": \"B01EQ60NS2\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gemstone Crystal Necklace Pendant - Healing Good Luck Donut Crystal Stone Jewelry Necklace - Positive Energy Amulet Unisex Adjustable Cord\", \"asin\": \"B09YJRL6V8\", \"price\": \"$14.95\", \"delivery\": \"FREE delivery Apr 20 - 27 for Prime members\"},\n {\"title\": \"Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain\", \"asin\": \"B07RLV6V1G\", \"price\": \"$12.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men Rock Hip Hop Jewelry Stainless Steel 18K Gold Plated Spear Point Arrowhead/Wolf Teeth Pendant Necklaces 22\\\"\", \"asin\": \"B0828RCCKS\", \"price\": \"$14.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Punk Rock Stainless Steel Playing Card Poker Dog Tag Pendant Necklace\", \"asin\": \"B08JCPHCTC\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Ace of Spades Pendant Necklace for Men and Women Poker Card Pendant with 24 Inch Link Chain\", \"asin\": \"B08GL9QKPZ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"RTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Unique Bear Necklace - Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box\", \"asin\": \"B0DMT6L977\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain\", \"asin\": \"B077SFD5ZB\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch\", \"asin\": \"B07NN5P4C7\", \"price\": \"$11.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women\", \"asin\": \"B0CYGWVGNX\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch\", \"asin\": \"B09YQJMFLM\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\\\" Chain\", \"asin\": \"B07KMB52T8\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men\", \"asin\": \"B0B6CM5PBL\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant\", \"asin\": \"B0CVXG8YXG\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small\", \"asin\": \"B006BJFPWM\", \"price\": \"$7.15\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Made by Nami Pendant Necklace for Men 23\\\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)\", \"asin\": \"B08HM44HTT\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon.\"},\n {\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain\", \"asin\": \"B06WWN6Y3V\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEOK0S\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women\", \"asin\": \"B0B2K981VV\", \"price\": \"$23.88\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant\", \"asin\": \"B0D2QVK28Z\", \"price\": \"$124.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)\", \"asin\": \"B01N0F7818\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women\", \"asin\": \"B0BL3QS68S\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:10:31.772Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant Men\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"RTZN\\nRTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"quantity\": \"\"},\n {\"title\": \"Fiusem\\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"RTZN\\nRTZN\\u00ae Lapis Lazuli Necklace for Men \\u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS6ZDW8\", \"price\": \"$49.95\", \"quantity\": \"\"},\n {\"title\": \"MOO&LEE\\nMen's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain\", \"asin\": \"B07XXQCXF4\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"COAI\\nStainless Steel Chain Square Simple Stone Necklace\", \"asin\": \"B0CRGT1HZB\", \"price\": \"$25.00\", \"quantity\": \"\"},\n {\"title\": \"Fiusem\\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch\", \"asin\": \"B0CLGXKJCN\", \"price\": \"$9.79\", \"quantity\": \"\"},\n {\"title\": \"ZENLUNANO\\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch\", \"asin\": \"B0D4792WHH\", \"price\": \"$14.27\", \"quantity\": \"\"},\n {\"title\": \"FaithHeart\\nSaint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"quantity\": \"\"},\n {\"title\": \"Milumber\\nCross Breathing Necklace to Quit Smoking for Men & Women \\u2013 Stainless Steel Anxiety Relief Necklace, Stop Smoking Inhaler, Breathlink & Noluva Inspired Design\", \"asin\": \"B0DK9BZ32C\", \"price\": \"$16.14\", \"quantity\": \"\"},\n {\"title\": \"YFN\\nGame Necklace Sterling Silver Triforce Pendant Jewelry Gifts for Men Women\", \"asin\": \"B09XPTMB4K\", \"price\": \"$33.29\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Ropartman Wooden Cross Necklace for Men, Real Ebony Inset In Black Stainless Steel Christian Wood Crucifix Pendant, Includes Necklace 24\\\" Box Chain\",\n \"asin\": \"B0CB15CWSC\"\n},\n {\n \"title\": \"Ropartman Wooden Cross Necklace for Men, Real Ebony Mens Cross Necklaces Black Stainless Steel Christian Wood Crucifix Pendant, with Necklace 24\\\" Round Box Chain\",\n \"asin\": \"B0D7397B4T\"\n},\n {\n \"title\": \"Ropartman Wooden Cross Necklace for Men, Hand Inlaid Real Ebony Gold Stainless Steel Mens Cross Necklaces, Christian Black Wood Crucifix Pendant 24\\\" Box Chain (Gold)\",\n \"asin\": \"B0D72PTWTS\"\n}\n ],\n \"search_results\": [\n {\"title\": \"RTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant with Adjustable 21\\\" Necklace Chain | Design-led, artisan jewelry from London\", \"asin\": \"B09BQZ4PXH\", \"price\": \"$42.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain\", \"asin\": \"B07XXQCXF4\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B081LKNH95\", \"price\": \"$9.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRYKC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0CGXMDF7Y\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"4-Way Cross Pendant Necklace, 24\\\" (previously Amazon Collection)\", \"asin\": \"B003H9LFUU\", \"price\": \"$40.80\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"RTZN\\u00ae Lapis Lazuli Necklace for Men \\u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS6ZDW8\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men\", \"asin\": \"B0D6RDJ1QV\", \"price\": \"$38.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Hollow Vertical Bar Air Freshener Perfume Oil Diffuser Locket Charm Jewelry Pendant Necklace For Women Men Love\", \"asin\": \"B0DS9KNQBF\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\\\" Rope Chain for Men Women\", \"asin\": \"B09YXQBPPK\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Healing Crystal Stone Pointed Necklace Adjustable Black Rope Natural Gemstone Pendant Necklaces Jewelry for Men Women\", \"asin\": \"B09SPY7ZXC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B0CR5XN8VJ\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Opal Pendant, 925 Sterling Silver Handmade Blue Opal Signet Men's Pendant, Mens Jewelry, Boyfriend Gift, Gift For Him\", \"asin\": \"B0F3P4DLZT\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery May 5 - 13 Or fastest delivery Apr 16 - 18\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches\", \"asin\": \"B0DHVBRN1Y\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B08M9R63D5\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant\", \"asin\": \"B07X6SNM87\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\\u201dand in a Gift Box\", \"asin\": \"B01EQ60NS2\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gemstone Crystal Necklace Pendant - Healing Good Luck Donut Crystal Stone Jewelry Necklace - Positive Energy Amulet Unisex Adjustable Cord\", \"asin\": \"B09YJRL6V8\", \"price\": \"$14.95\", \"delivery\": \"FREE delivery Apr 20 - 27 for Prime members\"},\n {\"title\": \"Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain\", \"asin\": \"B07RLV6V1G\", \"price\": \"$12.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men Rock Hip Hop Jewelry Stainless Steel 18K Gold Plated Spear Point Arrowhead/Wolf Teeth Pendant Necklaces 22\\\"\", \"asin\": \"B0828RCCKS\", \"price\": \"$14.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Punk Rock Stainless Steel Playing Card Poker Dog Tag Pendant Necklace\", \"asin\": \"B08JCPHCTC\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Ace of Spades Pendant Necklace for Men and Women Poker Card Pendant with 24 Inch Link Chain\", \"asin\": \"B08GL9QKPZ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"RTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Unique Bear Necklace - Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box\", \"asin\": \"B0DMT6L977\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain\", \"asin\": \"B077SFD5ZB\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch\", \"asin\": \"B07NN5P4C7\", \"price\": \"$11.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women\", \"asin\": \"B0CYGWVGNX\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch\", \"asin\": \"B09YQJMFLM\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\\\" Chain\", \"asin\": \"B07KMB52T8\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men\", \"asin\": \"B0B6CM5PBL\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant\", \"asin\": \"B0CVXG8YXG\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small\", \"asin\": \"B006BJFPWM\", \"price\": \"$7.15\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Made by Nami Pendant Necklace for Men 23\\\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)\", \"asin\": \"B08HM44HTT\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon.\"},\n {\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain\", \"asin\": \"B06WWN6Y3V\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEOK0S\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women\", \"asin\": \"B0B2K981VV\", \"price\": \"$23.88\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant\", \"asin\": \"B0D2QVK28Z\", \"price\": \"$124.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)\", \"asin\": \"B01N0F7818\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women\", \"asin\": \"B0BL3QS68S\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:10:48.795Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T00:10:48.795Z
|
click_product
|
B0D6RDJ1QV
|
rule
|
2025-04-08T00:10:48.795Z
|
train
| 55 |
2025-04-08T00:10:48.795Z
|
click_product
|
B0D6RDJ1QV
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
<|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": "Pendant Men"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "RTZN\nRTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "quantity": ""},
{"title": "Fiusem\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "quantity": ""},
{"title": "RTZN\nRTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWS6ZDW8", "price": "$49.95", "quantity": ""},
{"title": "MOO&LEE\nMen's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain", "asin": "B07XXQCXF4", "price": "$29.99", "quantity": ""},
{"title": "COAI\nStainless Steel Chain Square Simple Stone Necklace", "asin": "B0CRGT1HZB", "price": "$25.00", "quantity": ""},
{"title": "Fiusem\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch", "asin": "B0CLGXKJCN", "price": "$9.79", "quantity": ""},
{"title": "ZENLUNANO\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch", "asin": "B0D4792WHH", "price": "$14.27", "quantity": ""},
{"title": "FaithHeart\nSaint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging", "asin": "B0C7712MT1", "price": "$19.51", "quantity": ""},
{"title": "Milumber\nCross Breathing Necklace to Quit Smoking for Men & Women \u2013 Stainless Steel Anxiety Relief Necklace, Stop Smoking Inhaler, Breathlink & Noluva Inspired Design", "asin": "B0DK9BZ32C", "price": "$16.14", "quantity": ""},
{"title": "YFN\nGame Necklace Sterling Silver Triforce Pendant Jewelry Gifts for Men Women", "asin": "B09XPTMB4K", "price": "$33.29", "quantity": ""}
],
"ads": [
{
"title": "Ropartman Wooden Cross Necklace for Men, Real Ebony Inset In Black Stainless Steel Christian Wood Crucifix Pendant, Includes Necklace 24\" Box Chain",
"asin": "B0CB15CWSC"
},
{
"title": "Ropartman Wooden Cross Necklace for Men, Real Ebony Mens Cross Necklaces Black Stainless Steel Christian Wood Crucifix Pendant, with Necklace 24\" Round Box Chain",
"asin": "B0D7397B4T"
},
{
"title": "Ropartman Wooden Cross Necklace for Men, Hand Inlaid Real Ebony Gold Stainless Steel Mens Cross Necklaces, Christian Black Wood Crucifix Pendant 24\" Box Chain (Gold)",
"asin": "B0D72PTWTS"
}
],
"search_results": [
{"title": "RTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Compass Pendant with Adjustable 21\" Necklace Chain | Design-led, artisan jewelry from London", "asin": "B09BQZ4PXH", "price": "$42.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain", "asin": "B07XP6D6YF", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain", "asin": "B07XXQCXF4", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B081LKNH95", "price": "$9.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRYKC", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant", "asin": "B0CGXMDF7Y", "price": "$44.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "4-Way Cross Pendant Necklace, 24\" (previously Amazon Collection)", "asin": "B003H9LFUU", "price": "$40.80", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "RTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWS6ZDW8", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men", "asin": "B0D6RDJ1QV", "price": "$38.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel Hollow Vertical Bar Air Freshener Perfume Oil Diffuser Locket Charm Jewelry Pendant Necklace For Women Men Love", "asin": "B0DS9KNQBF", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\" Rope Chain for Men Women", "asin": "B09YXQBPPK", "price": "$22.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Healing Crystal Stone Pointed Necklace Adjustable Black Rope Natural Gemstone Pendant Necklaces Jewelry for Men Women", "asin": "B09SPY7ZXC", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B0CR5XN8VJ", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Opal Pendant, 925 Sterling Silver Handmade Blue Opal Signet Men's Pendant, Mens Jewelry, Boyfriend Gift, Gift For Him", "asin": "B0F3P4DLZT", "price": "$32.99", "delivery": "FREE delivery May 5 - 13 Or fastest delivery Apr 16 - 18"},
{"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches", "asin": "B0DHVBRN1Y", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B08M9R63D5", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant", "asin": "B07X6SNM87", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\u201dand in a Gift Box", "asin": "B01EQ60NS2", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Gemstone Crystal Necklace Pendant - Healing Good Luck Donut Crystal Stone Jewelry Necklace - Positive Energy Amulet Unisex Adjustable Cord", "asin": "B09YJRL6V8", "price": "$14.95", "delivery": "FREE delivery Apr 20 - 27 for Prime members"},
{"title": "Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain", "asin": "B07RLV6V1G", "price": "$12.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men Rock Hip Hop Jewelry Stainless Steel 18K Gold Plated Spear Point Arrowhead/Wolf Teeth Pendant Necklaces 22\"", "asin": "B0828RCCKS", "price": "$14.97", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Punk Rock Stainless Steel Playing Card Poker Dog Tag Pendant Necklace", "asin": "B08JCPHCTC", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel Ace of Spades Pendant Necklace for Men and Women Poker Card Pendant with 24 Inch Link Chain", "asin": "B08GL9QKPZ", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "RTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Unique Bear Necklace - Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box", "asin": "B0DMT6L977", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain", "asin": "B077SFD5ZB", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch", "asin": "B07NN5P4C7", "price": "$11.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging", "asin": "B0C7712MT1", "price": "$19.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women", "asin": "B0CYGWVGNX", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch", "asin": "B09YQJMFLM", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\" Chain", "asin": "B07KMB52T8", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men", "asin": "B0B6CM5PBL", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant", "asin": "B0CVXG8YXG", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"},
{"title": "COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small", "asin": "B006BJFPWM", "price": "$7.15", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Made by Nami Pendant Necklace for Men 23\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)", "asin": "B08HM44HTT", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon."},
{"title": "Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain", "asin": "B07XP6D6YF", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain", "asin": "B06WWN6Y3V", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEOK0S", "price": "$8.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women", "asin": "B0B2K981VV", "price": "$23.88", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant", "asin": "B0D2QVK28Z", "price": "$124.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)", "asin": "B01N0F7818", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women", "asin": "B0BL3QS68S", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T00:10:48.795Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click_product</answer_action><answer_argument>B0D6RDJ1QV</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B0D6RDJ1QV</answer_argument>",
"index": 55,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant Men\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - 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Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B081LKNH95\", \"price\": \"$9.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRYKC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0CGXMDF7Y\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"4-Way Cross Pendant Necklace, 24\\\" (previously Amazon Collection)\", \"asin\": \"B003H9LFUU\", \"price\": \"$40.80\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"RTZN\\u00ae Lapis Lazuli Necklace for Men \\u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS6ZDW8\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men\", \"asin\": \"B0D6RDJ1QV\", \"price\": \"$38.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Hollow Vertical Bar Air Freshener Perfume Oil Diffuser Locket Charm Jewelry Pendant Necklace For Women Men Love\", \"asin\": \"B0DS9KNQBF\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\\\" Rope Chain for Men Women\", \"asin\": \"B09YXQBPPK\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Healing Crystal Stone Pointed Necklace Adjustable Black Rope Natural Gemstone Pendant Necklaces Jewelry for Men Women\", \"asin\": \"B09SPY7ZXC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B0CR5XN8VJ\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Opal Pendant, 925 Sterling Silver Handmade Blue Opal Signet Men's Pendant, Mens Jewelry, Boyfriend Gift, Gift For Him\", \"asin\": \"B0F3P4DLZT\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery May 5 - 13 Or fastest delivery Apr 16 - 18\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches\", \"asin\": \"B0DHVBRN1Y\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B08M9R63D5\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant\", \"asin\": \"B07X6SNM87\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\\u201dand in a Gift Box\", \"asin\": \"B01EQ60NS2\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gemstone Crystal Necklace Pendant - Healing Good Luck Donut Crystal Stone Jewelry Necklace - Positive Energy Amulet Unisex Adjustable Cord\", \"asin\": \"B09YJRL6V8\", \"price\": \"$14.95\", \"delivery\": \"FREE delivery Apr 20 - 27 for Prime members\"},\n {\"title\": \"Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain\", \"asin\": \"B07RLV6V1G\", \"price\": \"$12.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men Rock Hip Hop Jewelry Stainless Steel 18K Gold Plated Spear Point Arrowhead/Wolf Teeth Pendant Necklaces 22\\\"\", \"asin\": \"B0828RCCKS\", \"price\": \"$14.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Punk Rock Stainless Steel Playing Card Poker Dog Tag Pendant Necklace\", \"asin\": \"B08JCPHCTC\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Ace of Spades Pendant Necklace for Men and Women Poker Card Pendant with 24 Inch Link Chain\", \"asin\": \"B08GL9QKPZ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"RTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Unique Bear Necklace - Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box\", \"asin\": \"B0DMT6L977\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain\", \"asin\": \"B077SFD5ZB\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch\", \"asin\": \"B07NN5P4C7\", \"price\": \"$11.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women\", \"asin\": \"B0CYGWVGNX\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch\", \"asin\": \"B09YQJMFLM\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\\\" Chain\", \"asin\": \"B07KMB52T8\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men\", \"asin\": \"B0B6CM5PBL\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant\", \"asin\": \"B0CVXG8YXG\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small\", \"asin\": \"B006BJFPWM\", \"price\": \"$7.15\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Made by Nami Pendant Necklace for Men 23\\\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)\", \"asin\": \"B08HM44HTT\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon.\"},\n {\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain\", \"asin\": \"B06WWN6Y3V\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEOK0S\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women\", \"asin\": \"B0B2K981VV\", \"price\": \"$23.88\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant\", \"asin\": \"B0D2QVK28Z\", \"price\": \"$124.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)\", \"asin\": \"B01N0F7818\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women\", \"asin\": \"B0BL3QS68S\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:10:48.795Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant Men\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"YFN Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men\"\n},\n {\n \"price\": \"$38.69\"\n},\n {\n \"bullet_list\": \"\\u2764YFN Design\\u2764: This Sisyphus necklace is simple and elegant. It will bring good luck, bless people and protect them far from disaster. \\u2764MATERIAL\\u2764: Sisyphus necklace is made of the hypoallergenic 925 Sterling silver, nickel-free, lead-free, cadmium-free, especially for those with sensitive skin. \\u2764SIZE\\u2764: Sisyphus pendant size: 1.16*0.81 Inch (29.7*20.6 mm), the length of chain: 22+2 inch. \\u2764PERFECT GIFT\\u2764: Comes in a beautiful gift box. Sisyphus pendant for women men. It is a perfect gift for wife, girlfriend, mum, daughter, sister, family members and friends on Birthday, Valentine's Day, Anniversaries, Mother's Day, Christmas, Thanksgiving Day and so on. \\u2764SERVICE\\u2764: 100% Satisfaction and Money Back Guarantee.If there are any problems with the purchase, please feel free to contact us, we will glad to help you fix the problem.\"\n},\n {\n \"asin\": \"B0D6RDJ1QV\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"D-02 Sisyphus\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"RTZN\\u00ae Meteorite Necklace for Men \\u2013 Premium Meteorite Mens Dog Tag Pendant Necklaces with Silver Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWSCMS95\", \"price\": \"$179.95\", \"quantity\": \"\"},\n {\"title\": \"Fiusem Pendant Necklace for Men, Silver Tone Rectangular Pierced Necklace for Mens with 2.5 mm Box Chain, Stainless Steel Bar Chain, 24 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"COZBUTY Poseidon Necklace 925 Sterling SIlver Amulet Medal Jewelry Pendant Necklaces for Men Women Friends on Birthday Holiday Anniversary Christmas\", \"asin\": \"B0DG1DHWFV\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Yaumatea Men's Compass Pendant Necklace, Stainless Steel Navigator Amulet, Inspirational Guidance Jewelry, Waterproof & Sweatproof, 22+2\\u201d Chain (Silver)\", \"asin\": \"B0DPCSX3GY\", \"price\": \"$11.19\", \"quantity\": \"\"},\n {\"title\": \"Aniu Sterling Silver Metatron Cube Necklace - Sacred Geometry Archangel Pendant for Men & Women\", \"asin\": \"B0DP42H1XN\", \"price\": \"$66.49\", \"quantity\": \"\"},\n {\"title\": \"MVMT Men's Hex Silver Necklace\", \"asin\": \"B00G1W0FE2\", \"price\": \"$58.00\", \"quantity\": \"\"},\n {\"title\": \"HUKKUN Compass Necklace for Men 925 Sterling Silver Black Compass Pendant for Men Gear Compass Jewelry Gifts for Men Father Husband Boyfriend\", \"asin\": \"B0D72JX9KK\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"IDF Necklace \\u2013 Israel Defense Forces Sterling Silver Pendant, Pro-Israel Jewelry, Jewish Jewelry for Men & Women, Patriotic Gift for Israel Supporters, Includes a Gift Pouch (Sterling Silver)\", \"asin\": \"B0DMTN3H2J\", \"price\": \"$34.95\", \"quantity\": \"\"},\n {\"title\": \"Kuschelkatze St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength\", \"asin\": \"B0DJZY2WSQ\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"St Michael Pendant 925 Sterling Silver saint michael necklace for men women st michael the archangel san miguel arcangel medalla handmade holy talisman arch angels michael shield\", \"asin\": \"B09P5WWJ4N\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"WINNICACA Archangel St.Michael Necklace Shield Charm Sterling Silver Protect Us Pendant Jewelry for Men Women St Michael Medal for Son Saint Michael Protect Us Travel Gift for Father\", \"asin\": \"B0BJVDTY8C\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Eusense Athena Necklace for Women Men 925 Sterling Silver Jewelry Roman Mythology Goddess Warrior Minerva Greek Pendant Gifts for Him Birthday Anniversary Lover Female Male\", \"asin\": \"B0DJXP2LB4\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Seiyang St Michael Necklace for Men 925 Sterling Silver Round Saint Archangel Michael Medal Medallion Protection Jewelry\", \"asin\": \"B09MVS43Y7\", \"price\": \"$64.99\", \"quantity\": \"\"},\n {\"title\": \"INFUSEU Anubis Egyptian Necklace Men Gold Medallion Ancient African Jewelry Ankh Cross Pendant 925 Sterling Silver Women Large Medal Coin\", \"asin\": \"B0CN95V4PY\", \"price\": \"$89.99\", \"quantity\": \"\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:10:52.827Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T00:10:52.827Z
|
click
|
other
|
rule
|
2025-04-08T00:10:52.827Z
|
train
| 56 |
2025-04-08T00:10:52.827Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
<|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": "Pendant Men"
}
],
"product_details": [
{
"title": "YFN Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men"
},
{
"price": "$38.69"
},
{
"bullet_list": "\u2764YFN Design\u2764: This Sisyphus necklace is simple and elegant. It will bring good luck, bless people and protect them far from disaster. \u2764MATERIAL\u2764: Sisyphus necklace is made of the hypoallergenic 925 Sterling silver, nickel-free, lead-free, cadmium-free, especially for those with sensitive skin. \u2764SIZE\u2764: Sisyphus pendant size: 1.16*0.81 Inch (29.7*20.6 mm), the length of chain: 22+2 inch. \u2764PERFECT GIFT\u2764: Comes in a beautiful gift box. Sisyphus pendant for women men. It is a perfect gift for wife, girlfriend, mum, daughter, sister, family members and friends on Birthday, Valentine's Day, Anniversaries, Mother's Day, Christmas, Thanksgiving Day and so on. \u2764SERVICE\u2764: 100% Satisfaction and Money Back Guarantee.If there are any problems with the purchase, please feel free to contact us, we will glad to help you fix the problem."
},
{
"asin": "B0D6RDJ1QV"
}
],
"product_quantity": [
{
"quantity": "1"
}
],
"product_options": [
{
"Color": "D-02 Sisyphus"
}
],
"promotion_items": [
{"title": "RTZN\u00ae Meteorite Necklace for Men \u2013 Premium Meteorite Mens Dog Tag Pendant Necklaces with Silver Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWSCMS95", "price": "$179.95", "quantity": ""},
{"title": "Fiusem Pendant Necklace for Men, Silver Tone Rectangular Pierced Necklace for Mens with 2.5 mm Box Chain, Stainless Steel Bar Chain, 24 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "quantity": ""},
{"title": "COZBUTY Poseidon Necklace 925 Sterling SIlver Amulet Medal Jewelry Pendant Necklaces for Men Women Friends on Birthday Holiday Anniversary Christmas", "asin": "B0DG1DHWFV", "price": "$59.99", "quantity": ""},
{"title": "Yaumatea Men's Compass Pendant Necklace, Stainless Steel Navigator Amulet, Inspirational Guidance Jewelry, Waterproof & Sweatproof, 22+2\u201d Chain (Silver)", "asin": "B0DPCSX3GY", "price": "$11.19", "quantity": ""},
{"title": "Aniu Sterling Silver Metatron Cube Necklace - Sacred Geometry Archangel Pendant for Men & Women", "asin": "B0DP42H1XN", "price": "$66.49", "quantity": ""},
{"title": "MVMT Men's Hex Silver Necklace", "asin": "B00G1W0FE2", "price": "$58.00", "quantity": ""},
{"title": "HUKKUN Compass Necklace for Men 925 Sterling Silver Black Compass Pendant for Men Gear Compass Jewelry Gifts for Men Father Husband Boyfriend", "asin": "B0D72JX9KK", "price": "$39.99", "quantity": ""},
{"title": "IDF Necklace \u2013 Israel Defense Forces Sterling Silver Pendant, Pro-Israel Jewelry, Jewish Jewelry for Men & Women, Patriotic Gift for Israel Supporters, Includes a Gift Pouch (Sterling Silver)", "asin": "B0DMTN3H2J", "price": "$34.95", "quantity": ""},
{"title": "Kuschelkatze St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength", "asin": "B0DJZY2WSQ", "price": "$59.99", "quantity": ""},
{"title": "St Michael Pendant 925 Sterling Silver saint michael necklace for men women st michael the archangel san miguel arcangel medalla handmade holy talisman arch angels michael shield", "asin": "B09P5WWJ4N", "price": "$49.99", "quantity": ""},
{"title": "WINNICACA Archangel St.Michael Necklace Shield Charm Sterling Silver Protect Us Pendant Jewelry for Men Women St Michael Medal for Son Saint Michael Protect Us Travel Gift for Father", "asin": "B0BJVDTY8C", "price": "$49.99", "quantity": ""},
{"title": "Eusense Athena Necklace for Women Men 925 Sterling Silver Jewelry Roman Mythology Goddess Warrior Minerva Greek Pendant Gifts for Him Birthday Anniversary Lover Female Male", "asin": "B0DJXP2LB4", "price": "$49.99", "quantity": ""},
{"title": "Seiyang St Michael Necklace for Men 925 Sterling Silver Round Saint Archangel Michael Medal Medallion Protection Jewelry", "asin": "B09MVS43Y7", "price": "$64.99", "quantity": ""},
{"title": "INFUSEU Anubis Egyptian Necklace Men Gold Medallion Ancient African Jewelry Ankh Cross Pendant 925 Sterling Silver Women Large Medal Coin", "asin": "B0CN95V4PY", "price": "$89.99", "quantity": ""}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T00:10:52.827Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 56,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant Men\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"YFN Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men\"\n},\n {\n \"price\": \"$38.69\"\n},\n {\n \"bullet_list\": \"\\u2764YFN Design\\u2764: This Sisyphus necklace is simple and elegant. It will bring good luck, bless people and protect them far from disaster. \\u2764MATERIAL\\u2764: Sisyphus necklace is made of the hypoallergenic 925 Sterling silver, nickel-free, lead-free, cadmium-free, especially for those with sensitive skin. \\u2764SIZE\\u2764: Sisyphus pendant size: 1.16*0.81 Inch (29.7*20.6 mm), the length of chain: 22+2 inch. \\u2764PERFECT GIFT\\u2764: Comes in a beautiful gift box. Sisyphus pendant for women men. It is a perfect gift for wife, girlfriend, mum, daughter, sister, family members and friends on Birthday, Valentine's Day, Anniversaries, Mother's Day, Christmas, Thanksgiving Day and so on. \\u2764SERVICE\\u2764: 100% Satisfaction and Money Back Guarantee.If there are any problems with the purchase, please feel free to contact us, we will glad to help you fix the problem.\"\n},\n {\n \"asin\": \"B0D6RDJ1QV\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"D-02 Sisyphus\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"RTZN\\u00ae Meteorite Necklace for Men \\u2013 Premium Meteorite Mens Dog Tag Pendant Necklaces with Silver Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWSCMS95\", \"price\": \"$179.95\", \"quantity\": \"\"},\n {\"title\": \"Fiusem Pendant Necklace for Men, Silver Tone Rectangular Pierced Necklace for Mens with 2.5 mm Box Chain, Stainless Steel Bar Chain, 24 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"COZBUTY Poseidon Necklace 925 Sterling SIlver Amulet Medal Jewelry Pendant Necklaces for Men Women Friends on Birthday Holiday Anniversary Christmas\", \"asin\": \"B0DG1DHWFV\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Yaumatea Men's Compass Pendant Necklace, Stainless Steel Navigator Amulet, Inspirational Guidance Jewelry, Waterproof & Sweatproof, 22+2\\u201d Chain (Silver)\", \"asin\": \"B0DPCSX3GY\", \"price\": \"$11.19\", \"quantity\": \"\"},\n {\"title\": \"Aniu Sterling Silver Metatron Cube Necklace - Sacred Geometry Archangel Pendant for Men & Women\", \"asin\": \"B0DP42H1XN\", \"price\": \"$66.49\", \"quantity\": \"\"},\n {\"title\": \"MVMT Men's Hex Silver Necklace\", \"asin\": \"B00G1W0FE2\", \"price\": \"$58.00\", \"quantity\": \"\"},\n {\"title\": \"HUKKUN Compass Necklace for Men 925 Sterling Silver Black Compass Pendant for Men Gear Compass Jewelry Gifts for Men Father Husband Boyfriend\", \"asin\": \"B0D72JX9KK\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"IDF Necklace \\u2013 Israel Defense Forces Sterling Silver Pendant, Pro-Israel Jewelry, Jewish Jewelry for Men & Women, Patriotic Gift for Israel Supporters, Includes a Gift Pouch (Sterling Silver)\", \"asin\": \"B0DMTN3H2J\", \"price\": \"$34.95\", \"quantity\": \"\"},\n {\"title\": \"Kuschelkatze St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength\", \"asin\": \"B0DJZY2WSQ\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"St Michael Pendant 925 Sterling Silver saint michael necklace for men women st michael the archangel san miguel arcangel medalla handmade holy talisman arch angels michael shield\", \"asin\": \"B09P5WWJ4N\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"WINNICACA Archangel St.Michael Necklace Shield Charm Sterling Silver Protect Us Pendant Jewelry for Men Women St Michael Medal for Son Saint Michael Protect Us Travel Gift for Father\", \"asin\": \"B0BJVDTY8C\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Eusense Athena Necklace for Women Men 925 Sterling Silver Jewelry Roman Mythology Goddess Warrior Minerva Greek Pendant Gifts for Him Birthday Anniversary Lover Female Male\", \"asin\": \"B0DJXP2LB4\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Seiyang St Michael Necklace for Men 925 Sterling Silver Round Saint Archangel Michael Medal Medallion Protection Jewelry\", \"asin\": \"B09MVS43Y7\", \"price\": \"$64.99\", \"quantity\": \"\"},\n {\"title\": \"INFUSEU Anubis Egyptian Necklace Men Gold Medallion Ancient African Jewelry Ankh Cross Pendant 925 Sterling Silver Women Large Medal Coin\", \"asin\": \"B0CN95V4PY\", \"price\": \"$89.99\", \"quantity\": \"\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:10:52.827Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant Men\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"RTZN\\nRTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"quantity\": \"\"},\n {\"title\": \"Fiusem\\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"RTZN\\nRTZN\\u00ae Lapis Lazuli Necklace for Men \\u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS6ZDW8\", \"price\": \"$49.95\", \"quantity\": \"\"},\n {\"title\": \"MOO&LEE\\nMen's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain\", \"asin\": \"B07XXQCXF4\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"COAI\\nStainless Steel Chain Square Simple Stone Necklace\", \"asin\": \"B0CRGT1HZB\", \"price\": \"$25.00\", \"quantity\": \"\"},\n {\"title\": \"Fiusem\\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch\", \"asin\": \"B0CLGXKJCN\", \"price\": \"$9.79\", \"quantity\": \"\"},\n {\"title\": \"ZENLUNANO\\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch\", \"asin\": \"B0D4792WHH\", \"price\": \"$14.27\", \"quantity\": \"\"},\n {\"title\": \"FaithHeart\\nSaint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"quantity\": \"\"},\n {\"title\": \"Milumber\\nCross Breathing Necklace to Quit Smoking for Men & Women \\u2013 Stainless Steel Anxiety Relief Necklace, Stop Smoking Inhaler, Breathlink & Noluva Inspired Design\", \"asin\": \"B0DK9BZ32C\", \"price\": \"$16.14\", \"quantity\": \"\"},\n {\"title\": \"YFN\\nGame Necklace Sterling Silver Triforce Pendant Jewelry Gifts for Men Women\", \"asin\": \"B09XPTMB4K\", \"price\": \"$33.29\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Ropartman Wooden Cross Necklace for Men, Real Ebony Inset In Black Stainless Steel Christian Wood Crucifix Pendant, Includes Necklace 24\\\" Box Chain\",\n \"asin\": \"B0CB15CWSC\"\n},\n {\n \"title\": \"Ropartman Wooden Cross Necklace for Men, Real Ebony Mens Cross Necklaces Black Stainless Steel Christian Wood Crucifix Pendant, with Necklace 24\\\" Round Box Chain\",\n \"asin\": \"B0D7397B4T\"\n},\n {\n \"title\": \"Ropartman Wooden Cross Necklace for Men, Hand Inlaid Real Ebony Gold Stainless Steel Mens Cross Necklaces, Christian Black Wood Crucifix Pendant 24\\\" Box Chain (Gold)\",\n \"asin\": \"B0D72PTWTS\"\n}\n ],\n \"search_results\": [\n {\"title\": \"RTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant with Adjustable 21\\\" Necklace Chain | Design-led, artisan jewelry from London\", \"asin\": \"B09BQZ4PXH\", \"price\": \"$42.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain\", \"asin\": \"B07XXQCXF4\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B081LKNH95\", \"price\": \"$9.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRYKC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0CGXMDF7Y\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"4-Way Cross Pendant Necklace, 24\\\" (previously Amazon Collection)\", \"asin\": \"B003H9LFUU\", \"price\": \"$40.80\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"RTZN\\u00ae Lapis Lazuli Necklace for Men \\u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS6ZDW8\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men\", \"asin\": \"B0D6RDJ1QV\", \"price\": \"$38.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Hollow Vertical Bar Air Freshener Perfume Oil Diffuser Locket Charm Jewelry Pendant Necklace For Women Men Love\", \"asin\": \"B0DS9KNQBF\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\\\" Rope Chain for Men Women\", \"asin\": \"B09YXQBPPK\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Healing Crystal Stone Pointed Necklace Adjustable Black Rope Natural Gemstone Pendant Necklaces Jewelry for Men Women\", \"asin\": \"B09SPY7ZXC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B0CR5XN8VJ\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Opal Pendant, 925 Sterling Silver Handmade Blue Opal Signet Men's Pendant, Mens Jewelry, Boyfriend Gift, Gift For Him\", \"asin\": \"B0F3P4DLZT\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery May 5 - 13 Or fastest delivery Apr 16 - 18\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches\", \"asin\": \"B0DHVBRN1Y\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B08M9R63D5\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant\", \"asin\": \"B07X6SNM87\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\\u201dand in a Gift Box\", \"asin\": \"B01EQ60NS2\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gemstone Crystal Necklace Pendant - Healing Good Luck Donut Crystal Stone Jewelry Necklace - Positive Energy Amulet Unisex Adjustable Cord\", \"asin\": \"B09YJRL6V8\", \"price\": \"$14.95\", \"delivery\": \"FREE delivery Apr 20 - 27 for Prime members\"},\n {\"title\": \"Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain\", \"asin\": \"B07RLV6V1G\", \"price\": \"$12.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men Rock Hip Hop Jewelry Stainless Steel 18K Gold Plated Spear Point Arrowhead/Wolf Teeth Pendant Necklaces 22\\\"\", \"asin\": \"B0828RCCKS\", \"price\": \"$14.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Punk Rock Stainless Steel Playing Card Poker Dog Tag Pendant Necklace\", \"asin\": \"B08JCPHCTC\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Ace of Spades Pendant Necklace for Men and Women Poker Card Pendant with 24 Inch Link Chain\", \"asin\": \"B08GL9QKPZ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"RTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Unique Bear Necklace - Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box\", \"asin\": \"B0DMT6L977\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain\", \"asin\": \"B077SFD5ZB\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch\", \"asin\": \"B07NN5P4C7\", \"price\": \"$11.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women\", \"asin\": \"B0CYGWVGNX\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch\", \"asin\": \"B09YQJMFLM\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\\\" Chain\", \"asin\": \"B07KMB52T8\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men\", \"asin\": \"B0B6CM5PBL\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant\", \"asin\": \"B0CVXG8YXG\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small\", \"asin\": \"B006BJFPWM\", \"price\": \"$7.15\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Made by Nami Pendant Necklace for Men 23\\\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)\", \"asin\": \"B08HM44HTT\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon.\"},\n {\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain\", \"asin\": \"B06WWN6Y3V\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEOK0S\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women\", \"asin\": \"B0B2K981VV\", \"price\": \"$23.88\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant\", \"asin\": \"B0D2QVK28Z\", \"price\": \"$124.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)\", \"asin\": \"B01N0F7818\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women\", \"asin\": \"B0BL3QS68S\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:12:56.843Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T00:12:56.843Z
|
input
|
Pendant Men silver
|
rule
|
2025-04-08T00:12:56.843Z
|
train
| 57 |
2025-04-08T00:12:56.843Z
|
input
|
Pendant Men silver
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
<|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": "Pendant Men"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "RTZN\nRTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "quantity": ""},
{"title": "Fiusem\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "quantity": ""},
{"title": "RTZN\nRTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWS6ZDW8", "price": "$49.95", "quantity": ""},
{"title": "MOO&LEE\nMen's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain", "asin": "B07XXQCXF4", "price": "$29.99", "quantity": ""},
{"title": "COAI\nStainless Steel Chain Square Simple Stone Necklace", "asin": "B0CRGT1HZB", "price": "$25.00", "quantity": ""},
{"title": "Fiusem\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch", "asin": "B0CLGXKJCN", "price": "$9.79", "quantity": ""},
{"title": "ZENLUNANO\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch", "asin": "B0D4792WHH", "price": "$14.27", "quantity": ""},
{"title": "FaithHeart\nSaint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging", "asin": "B0C7712MT1", "price": "$19.51", "quantity": ""},
{"title": "Milumber\nCross Breathing Necklace to Quit Smoking for Men & Women \u2013 Stainless Steel Anxiety Relief Necklace, Stop Smoking Inhaler, Breathlink & Noluva Inspired Design", "asin": "B0DK9BZ32C", "price": "$16.14", "quantity": ""},
{"title": "YFN\nGame Necklace Sterling Silver Triforce Pendant Jewelry Gifts for Men Women", "asin": "B09XPTMB4K", "price": "$33.29", "quantity": ""}
],
"ads": [
{
"title": "Ropartman Wooden Cross Necklace for Men, Real Ebony Inset In Black Stainless Steel Christian Wood Crucifix Pendant, Includes Necklace 24\" Box Chain",
"asin": "B0CB15CWSC"
},
{
"title": "Ropartman Wooden Cross Necklace for Men, Real Ebony Mens Cross Necklaces Black Stainless Steel Christian Wood Crucifix Pendant, with Necklace 24\" Round Box Chain",
"asin": "B0D7397B4T"
},
{
"title": "Ropartman Wooden Cross Necklace for Men, Hand Inlaid Real Ebony Gold Stainless Steel Mens Cross Necklaces, Christian Black Wood Crucifix Pendant 24\" Box Chain (Gold)",
"asin": "B0D72PTWTS"
}
],
"search_results": [
{"title": "RTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Compass Pendant with Adjustable 21\" Necklace Chain | Design-led, artisan jewelry from London", "asin": "B09BQZ4PXH", "price": "$42.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain", "asin": "B07XP6D6YF", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain", "asin": "B07XXQCXF4", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B081LKNH95", "price": "$9.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRYKC", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant", "asin": "B0CGXMDF7Y", "price": "$44.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "4-Way Cross Pendant Necklace, 24\" (previously Amazon Collection)", "asin": "B003H9LFUU", "price": "$40.80", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "RTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWS6ZDW8", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men", "asin": "B0D6RDJ1QV", "price": "$38.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel Hollow Vertical Bar Air Freshener Perfume Oil Diffuser Locket Charm Jewelry Pendant Necklace For Women Men Love", "asin": "B0DS9KNQBF", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\" Rope Chain for Men Women", "asin": "B09YXQBPPK", "price": "$22.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Healing Crystal Stone Pointed Necklace Adjustable Black Rope Natural Gemstone Pendant Necklaces Jewelry for Men Women", "asin": "B09SPY7ZXC", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B0CR5XN8VJ", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Opal Pendant, 925 Sterling Silver Handmade Blue Opal Signet Men's Pendant, Mens Jewelry, Boyfriend Gift, Gift For Him", "asin": "B0F3P4DLZT", "price": "$32.99", "delivery": "FREE delivery May 5 - 13 Or fastest delivery Apr 16 - 18"},
{"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches", "asin": "B0DHVBRN1Y", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B08M9R63D5", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant", "asin": "B07X6SNM87", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\u201dand in a Gift Box", "asin": "B01EQ60NS2", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Gemstone Crystal Necklace Pendant - Healing Good Luck Donut Crystal Stone Jewelry Necklace - Positive Energy Amulet Unisex Adjustable Cord", "asin": "B09YJRL6V8", "price": "$14.95", "delivery": "FREE delivery Apr 20 - 27 for Prime members"},
{"title": "Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain", "asin": "B07RLV6V1G", "price": "$12.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men Rock Hip Hop Jewelry Stainless Steel 18K Gold Plated Spear Point Arrowhead/Wolf Teeth Pendant Necklaces 22\"", "asin": "B0828RCCKS", "price": "$14.97", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Punk Rock Stainless Steel Playing Card Poker Dog Tag Pendant Necklace", "asin": "B08JCPHCTC", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel Ace of Spades Pendant Necklace for Men and Women Poker Card Pendant with 24 Inch Link Chain", "asin": "B08GL9QKPZ", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "RTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Unique Bear Necklace - Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box", "asin": "B0DMT6L977", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain", "asin": "B077SFD5ZB", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch", "asin": "B07NN5P4C7", "price": "$11.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging", "asin": "B0C7712MT1", "price": "$19.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women", "asin": "B0CYGWVGNX", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch", "asin": "B09YQJMFLM", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\" Chain", "asin": "B07KMB52T8", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men", "asin": "B0B6CM5PBL", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant", "asin": "B0CVXG8YXG", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"},
{"title": "COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small", "asin": "B006BJFPWM", "price": "$7.15", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Made by Nami Pendant Necklace for Men 23\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)", "asin": "B08HM44HTT", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon."},
{"title": "Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain", "asin": "B07XP6D6YF", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain", "asin": "B06WWN6Y3V", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEOK0S", "price": "$8.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women", "asin": "B0B2K981VV", "price": "$23.88", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant", "asin": "B0D2QVK28Z", "price": "$124.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)", "asin": "B01N0F7818", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women", "asin": "B0BL3QS68S", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T00:12:56.843Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>Pendant Men silver</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>Pendant Men silver</answer_argument>",
"index": 57,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant Men\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"RTZN\\nRTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"quantity\": \"\"},\n {\"title\": \"Fiusem\\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"RTZN\\nRTZN\\u00ae Lapis Lazuli Necklace for Men \\u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS6ZDW8\", \"price\": \"$49.95\", \"quantity\": \"\"},\n {\"title\": \"MOO&LEE\\nMen's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain\", \"asin\": \"B07XXQCXF4\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"COAI\\nStainless Steel Chain Square Simple Stone Necklace\", \"asin\": \"B0CRGT1HZB\", \"price\": \"$25.00\", \"quantity\": \"\"},\n {\"title\": \"Fiusem\\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch\", \"asin\": \"B0CLGXKJCN\", \"price\": \"$9.79\", \"quantity\": \"\"},\n {\"title\": \"ZENLUNANO\\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch\", \"asin\": \"B0D4792WHH\", \"price\": \"$14.27\", \"quantity\": \"\"},\n {\"title\": \"FaithHeart\\nSaint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"quantity\": \"\"},\n {\"title\": \"Milumber\\nCross Breathing Necklace to Quit Smoking for Men & Women \\u2013 Stainless Steel Anxiety Relief Necklace, Stop Smoking Inhaler, Breathlink & Noluva Inspired Design\", \"asin\": \"B0DK9BZ32C\", \"price\": \"$16.14\", \"quantity\": \"\"},\n {\"title\": \"YFN\\nGame Necklace Sterling Silver Triforce Pendant Jewelry Gifts for Men Women\", \"asin\": \"B09XPTMB4K\", \"price\": \"$33.29\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Ropartman Wooden Cross Necklace for Men, Real Ebony Inset In Black Stainless Steel Christian Wood Crucifix Pendant, Includes Necklace 24\\\" Box Chain\",\n \"asin\": \"B0CB15CWSC\"\n},\n {\n \"title\": \"Ropartman Wooden Cross Necklace for Men, Real Ebony Mens Cross Necklaces Black Stainless Steel Christian Wood Crucifix Pendant, with Necklace 24\\\" Round Box Chain\",\n \"asin\": \"B0D7397B4T\"\n},\n {\n \"title\": \"Ropartman Wooden Cross Necklace for Men, Hand Inlaid Real Ebony Gold Stainless Steel Mens Cross Necklaces, Christian Black Wood Crucifix Pendant 24\\\" Box Chain (Gold)\",\n \"asin\": \"B0D72PTWTS\"\n}\n ],\n \"search_results\": [\n {\"title\": \"RTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant with Adjustable 21\\\" Necklace Chain | Design-led, artisan jewelry from London\", \"asin\": \"B09BQZ4PXH\", \"price\": \"$42.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain\", \"asin\": \"B07XXQCXF4\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B081LKNH95\", \"price\": \"$9.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRYKC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0CGXMDF7Y\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"4-Way Cross Pendant Necklace, 24\\\" (previously Amazon Collection)\", \"asin\": \"B003H9LFUU\", \"price\": \"$40.80\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"RTZN\\u00ae Lapis Lazuli Necklace for Men \\u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS6ZDW8\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men\", \"asin\": \"B0D6RDJ1QV\", \"price\": \"$38.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Hollow Vertical Bar Air Freshener Perfume Oil Diffuser Locket Charm Jewelry Pendant Necklace For Women Men Love\", \"asin\": \"B0DS9KNQBF\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\\\" Rope Chain for Men Women\", \"asin\": \"B09YXQBPPK\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Healing Crystal Stone Pointed Necklace Adjustable Black Rope Natural Gemstone Pendant Necklaces Jewelry for Men Women\", \"asin\": \"B09SPY7ZXC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B0CR5XN8VJ\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Opal Pendant, 925 Sterling Silver Handmade Blue Opal Signet Men's Pendant, Mens Jewelry, Boyfriend Gift, Gift For Him\", \"asin\": \"B0F3P4DLZT\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery May 5 - 13 Or fastest delivery Apr 16 - 18\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches\", \"asin\": \"B0DHVBRN1Y\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B08M9R63D5\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant\", \"asin\": \"B07X6SNM87\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\\u201dand in a Gift Box\", \"asin\": \"B01EQ60NS2\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gemstone Crystal Necklace Pendant - Healing Good Luck Donut Crystal Stone Jewelry Necklace - Positive Energy Amulet Unisex Adjustable Cord\", \"asin\": \"B09YJRL6V8\", \"price\": \"$14.95\", \"delivery\": \"FREE delivery Apr 20 - 27 for Prime members\"},\n {\"title\": \"Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain\", \"asin\": \"B07RLV6V1G\", \"price\": \"$12.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men Rock Hip Hop Jewelry Stainless Steel 18K Gold Plated Spear Point Arrowhead/Wolf Teeth Pendant Necklaces 22\\\"\", \"asin\": \"B0828RCCKS\", \"price\": \"$14.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Punk Rock Stainless Steel Playing Card Poker Dog Tag Pendant Necklace\", \"asin\": \"B08JCPHCTC\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Ace of Spades Pendant Necklace for Men and Women Poker Card Pendant with 24 Inch Link Chain\", \"asin\": \"B08GL9QKPZ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"RTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Unique Bear Necklace - Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box\", \"asin\": \"B0DMT6L977\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain\", \"asin\": \"B077SFD5ZB\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch\", \"asin\": \"B07NN5P4C7\", \"price\": \"$11.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women\", \"asin\": \"B0CYGWVGNX\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch\", \"asin\": \"B09YQJMFLM\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\\\" Chain\", \"asin\": \"B07KMB52T8\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men\", \"asin\": \"B0B6CM5PBL\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant\", \"asin\": \"B0CVXG8YXG\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small\", \"asin\": \"B006BJFPWM\", \"price\": \"$7.15\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Made by Nami Pendant Necklace for Men 23\\\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)\", \"asin\": \"B08HM44HTT\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon.\"},\n {\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain\", \"asin\": \"B06WWN6Y3V\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEOK0S\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women\", \"asin\": \"B0B2K981VV\", \"price\": \"$23.88\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant\", \"asin\": \"B0D2QVK28Z\", \"price\": \"$124.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)\", \"asin\": \"B01N0F7818\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women\", \"asin\": \"B0BL3QS68S\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:12:56.843Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant Men silver\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Forge & Foundry\\nMen's Compass Pendant with Adjustable 21\\\" Necklace Chain | Design-led, artisan jewelry from London\", \"asin\": \"B09FB3VX8C\", \"price\": \"$42.95\", \"quantity\": \"\"},\n {\"title\": \"Forge & Foundry\\nMen's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0C8K15X3H\", \"price\": \"$42.95\", \"quantity\": \"\"},\n {\"title\": \"Made by Nami\\nMens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"PEAS\\nPunk Jewelry Necklace Stainless Steel Animal Lion Head Pendant Round Necklace\", \"asin\": \"B0C1VMQCZ5\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"AZFVBQL\\nMen's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"quantity\": \"\"},\n {\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n {\"title\": \"Yaumatea\\nPatron of Saint Necklace, St. Michael/Virgin Mary/Raphael/Jude/Christopher/Benedict/Joseph/Patrick/Francis/Florian/Thomas/Anthony, Stainless Steel 24\\\"\", \"asin\": \"B0C2L4XHML\", \"price\": \"$11.99\", \"quantity\": \"\"},\n {\"title\": \"YFN\\nPatron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men\", \"asin\": \"B0BJKJ8BDK\", \"price\": \"$40.49\", \"quantity\": \"\"},\n {\"title\": \"XIXLES\\n925 Sterling Silver Patron Saint Necklace Archangel Medals St Pendant Amulet Necklaces Protection Jewelry for Men Women with Chain\", \"asin\": \"B0CYWYWNPL\", \"price\": \"$71.99\", \"quantity\": \"\"},\n {\"title\": \"YFN\\nEgyptian Necklace Sterling Silver Egypt God Pendant Abalone Shell Egypt Jewelry Gifts for Women Men\", \"asin\": \"B0CX1G7RLD\", \"price\": \"$33.29\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Zillaly initial letter Pendant Necklace Men Women boy Capital silver letter diamond A-Z stainless steel Chain box 22inch (Silver-J)\",\n \"asin\": \"B0D2NWMN9V\"\n},\n {\n \"title\": \"Zillaly Men's Initial Pendant Necklace 18K A-Z Zirconia Unisex Christmas Gift with Box\",\n \"asin\": \"B0B7J7N6RV\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Tungsten Cross Necklace for Men, Men's Silver Cross Pendant Necklace 20-24\\\"\", \"asin\": \"B0D7H42W89\", \"price\": \"$25.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Men's Pendant Necklace - Exquisite Spartan Helmet Design - with Sterling Silver Chain - Men's Silver Jewelry\", \"asin\": \"B08151NF54\", \"price\": \"$29.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tree of Life Necklace for Women Sterling Silver Celtic Moon Tree Moonstone Turquoise Pendant Heart Family Tree Necklace for Mother Daughter Sister Gifts\", \"asin\": \"B0CND62ZHF\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"Personalized Custom Cross Necklace for Men Customized Cross Pendant Necklace Customized Jewelry Religious Gifts for Men\", \"asin\": \"B0DXQ4DBVD\", \"price\": \"$14.98\", \"delivery\": \"$6.98 delivery May 9 - 27\"},\n {\"title\": \"Cross Necklace for Men Stainless Steel Crucifix Pendant Silver White Gold Yellow Black Jesus Christ Plain Simple Women Fine Jewelry Gifts, 24 Inches Rolo Chain, Zirconia, Polished, Rope\", \"asin\": \"B091D2ZTSL\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"White Gold Plated 925 Solid Sterling Silver Polished Black Men's Womens Crucifix Cross Pendant Long Fine Jewelry Valentines Day Gifts for Him,Stainless Steel Box Chain Length 24''\", \"asin\": \"B09ZYCPPWR\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men Women Silver Cross Necklaces Sterling Silver Cross Pendant High Polished Plain Mens Big Large Gifts For Mens,With Strong Stainless Steel Box Chain Length 24 Inch\", \"asin\": \"B07TV8SKWL\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''\", \"asin\": \"B08ZNXB2N3\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp\", \"asin\": \"B086R48G2J\", \"price\": \"$57.99\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members\"},\n {\"title\": \"Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)\", \"asin\": \"B01G3K6M5C\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tribal Feather .925 Sterling Silver Pendant\", \"asin\": \"B00P6XRNG0\", \"price\": \"$15.68\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex\", \"asin\": \"B081JBPL95\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength\", \"asin\": \"B0DJZY2WSQ\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches\", \"asin\": \"B0BGX4D11F\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEO7Y2\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWJWDSY\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry\", \"asin\": \"B09DQ3HVK7\", \"price\": \"$17.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY38WVH\", \"price\": \"$33.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0CGXLDM87\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box\", \"asin\": \"B0DCZD84LH\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\\\"-22\\\"\", \"asin\": \"B07H7BCGN1\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)\", \"asin\": \"B07HXTRW74\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\\\" Chain\", \"asin\": \"B078YL12CR\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys\", \"asin\": \"B0BLC4PX1B\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B09Y8S7567\", \"price\": \"$32.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords\", \"asin\": \"B071JL8M8T\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MCLTP7R\", \"price\": \"$24.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry\", \"asin\": \"B093CF36DJ\", \"price\": \"$14.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\\\" Cuban Chain Necklace CP 282\", \"asin\": \"B08L5JNPSF\", \"price\": \"$11.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B0186MGRZU\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy\", \"asin\": \"B0849ZB5YV\", \"price\": \"$18.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men\", \"asin\": \"B0B6SBGWD1\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace\", \"asin\": \"B07F3P1PML\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift\", \"asin\": \"B0DRFCPCQ5\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:13:08.211Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T00:13:08.211Z
|
click_product
|
B09YNCRJ6J
|
rule
|
2025-04-08T00:13:08.211Z
|
train
| 58 |
2025-04-08T00:13:08.211Z
|
click_product
|
B09YNCRJ6J
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
<|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": "Pendant Men silver"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "Forge & Foundry\nMen's Compass Pendant with Adjustable 21\" Necklace Chain | Design-led, artisan jewelry from London", "asin": "B09FB3VX8C", "price": "$42.95", "quantity": ""},
{"title": "Forge & Foundry\nMen's Religious Pendant with 21\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant", "asin": "B0C8K15X3H", "price": "$42.95", "quantity": ""},
{"title": "Made by Nami\nMens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "quantity": ""},
{"title": "PEAS\nPunk Jewelry Necklace Stainless Steel Animal Lion Head Pendant Round Necklace", "asin": "B0C1VMQCZ5", "price": "$9.99", "quantity": ""},
{"title": "AZFVBQL\nMen's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "quantity": ""},
{"title": "Generic\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "quantity": ""},
{"title": "Yaumatea\nPatron of Saint Necklace, St. Michael/Virgin Mary/Raphael/Jude/Christopher/Benedict/Joseph/Patrick/Francis/Florian/Thomas/Anthony, Stainless Steel 24\"", "asin": "B0C2L4XHML", "price": "$11.99", "quantity": ""},
{"title": "YFN\nPatron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men", "asin": "B0BJKJ8BDK", "price": "$40.49", "quantity": ""},
{"title": "XIXLES\n925 Sterling Silver Patron Saint Necklace Archangel Medals St Pendant Amulet Necklaces Protection Jewelry for Men Women with Chain", "asin": "B0CYWYWNPL", "price": "$71.99", "quantity": ""},
{"title": "YFN\nEgyptian Necklace Sterling Silver Egypt God Pendant Abalone Shell Egypt Jewelry Gifts for Women Men", "asin": "B0CX1G7RLD", "price": "$33.29", "quantity": ""}
],
"ads": [
{
"title": "Zillaly initial letter Pendant Necklace Men Women boy Capital silver letter diamond A-Z stainless steel Chain box 22inch (Silver-J)",
"asin": "B0D2NWMN9V"
},
{
"title": "Zillaly Men's Initial Pendant Necklace 18K A-Z Zirconia Unisex Christmas Gift with Box",
"asin": "B0B7J7N6RV"
}
],
"search_results": [
{"title": "Tungsten Cross Necklace for Men, Men's Silver Cross Pendant Necklace 20-24\"", "asin": "B0D7H42W89", "price": "$25.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "925 Sterling Silver Men's Pendant Necklace - Exquisite Spartan Helmet Design - with Sterling Silver Chain - Men's Silver Jewelry", "asin": "B08151NF54", "price": "$29.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Tree of Life Necklace for Women Sterling Silver Celtic Moon Tree Moonstone Turquoise Pendant Heart Family Tree Necklace for Mother Daughter Sister Gifts", "asin": "B0CND62ZHF", "price": "$35.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"},
{"title": "Personalized Custom Cross Necklace for Men Customized Cross Pendant Necklace Customized Jewelry Religious Gifts for Men", "asin": "B0DXQ4DBVD", "price": "$14.98", "delivery": "$6.98 delivery May 9 - 27"},
{"title": "Cross Necklace for Men Stainless Steel Crucifix Pendant Silver White Gold Yellow Black Jesus Christ Plain Simple Women Fine Jewelry Gifts, 24 Inches Rolo Chain, Zirconia, Polished, Rope", "asin": "B091D2ZTSL", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B09TGK39LK", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "White Gold Plated 925 Solid Sterling Silver Polished Black Men's Womens Crucifix Cross Pendant Long Fine Jewelry Valentines Day Gifts for Him,Stainless Steel Box Chain Length 24''", "asin": "B09ZYCPPWR", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men Women Silver Cross Necklaces Sterling Silver Cross Pendant High Polished Plain Mens Big Large Gifts For Mens,With Strong Stainless Steel Box Chain Length 24 Inch", "asin": "B07TV8SKWL", "price": "$49.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''", "asin": "B08ZNXB2N3", "price": "$49.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp", "asin": "B086R48G2J", "price": "$57.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"},
{"title": "Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)", "asin": "B01G3K6M5C", "price": "$28.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Tribal Feather .925 Sterling Silver Pendant", "asin": "B00P6XRNG0", "price": "$15.68", "delivery": "FREE delivery Apr 11 - 14 for Prime members"},
{"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex", "asin": "B081JBPL95", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men", "asin": "B0DHG1WNNK", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength", "asin": "B0DJZY2WSQ", "price": "$59.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches", "asin": "B0BGX4D11F", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEO7Y2", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch", "asin": "B07YWJWDSY", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\u201d Medal Pendant Necklace with Rolo Chain and Pendant only", "asin": "B074MJWN5J", "price": "$24.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry", "asin": "B09DQ3HVK7", "price": "$17.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY38WVH", "price": "$33.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"},
{"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant", "asin": "B0CGXLDM87", "price": "$44.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"},
{"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box", "asin": "B0DCZD84LH", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\"-22\"", "asin": "B07H7BCGN1", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)", "asin": "B07HXTRW74", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\" Chain", "asin": "B078YL12CR", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys", "asin": "B0BLC4PX1B", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B09Y8S7567", "price": "$32.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords", "asin": "B071JL8M8T", "price": "$26.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07MCLTP7R", "price": "$24.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry", "asin": "B093CF36DJ", "price": "$14.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\" Cuban Chain Necklace CP 282", "asin": "B08L5JNPSF", "price": "$11.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only", "asin": "B0186MGRZU", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy", "asin": "B0849ZB5YV", "price": "$18.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men", "asin": "B0B6SBGWD1", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace", "asin": "B07F3P1PML", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift", "asin": "B0DRFCPCQ5", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T00:13:08.211Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click_product</answer_action><answer_argument>B09YNCRJ6J</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B09YNCRJ6J</answer_argument>",
"index": 58,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant Men silver\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Forge & Foundry\\nMen's Compass Pendant with Adjustable 21\\\" Necklace Chain | Design-led, artisan jewelry from London\", \"asin\": \"B09FB3VX8C\", \"price\": \"$42.95\", \"quantity\": \"\"},\n {\"title\": \"Forge & Foundry\\nMen's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0C8K15X3H\", \"price\": \"$42.95\", \"quantity\": \"\"},\n {\"title\": \"Made by Nami\\nMens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"PEAS\\nPunk Jewelry Necklace Stainless Steel Animal Lion Head Pendant Round Necklace\", \"asin\": \"B0C1VMQCZ5\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"AZFVBQL\\nMen's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"quantity\": \"\"},\n {\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n {\"title\": \"Yaumatea\\nPatron of Saint Necklace, St. Michael/Virgin Mary/Raphael/Jude/Christopher/Benedict/Joseph/Patrick/Francis/Florian/Thomas/Anthony, Stainless Steel 24\\\"\", \"asin\": \"B0C2L4XHML\", \"price\": \"$11.99\", \"quantity\": \"\"},\n {\"title\": \"YFN\\nPatron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men\", \"asin\": \"B0BJKJ8BDK\", \"price\": \"$40.49\", \"quantity\": \"\"},\n {\"title\": \"XIXLES\\n925 Sterling Silver Patron Saint Necklace Archangel Medals St Pendant Amulet Necklaces Protection Jewelry for Men Women with Chain\", \"asin\": \"B0CYWYWNPL\", \"price\": \"$71.99\", \"quantity\": \"\"},\n {\"title\": \"YFN\\nEgyptian Necklace Sterling Silver Egypt God Pendant Abalone Shell Egypt Jewelry Gifts for Women Men\", \"asin\": \"B0CX1G7RLD\", \"price\": \"$33.29\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Zillaly initial letter Pendant Necklace Men Women boy Capital silver letter diamond A-Z stainless steel Chain box 22inch (Silver-J)\",\n \"asin\": \"B0D2NWMN9V\"\n},\n {\n \"title\": \"Zillaly Men's Initial Pendant Necklace 18K A-Z Zirconia Unisex Christmas Gift with Box\",\n \"asin\": \"B0B7J7N6RV\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Tungsten Cross Necklace for Men, Men's Silver Cross Pendant Necklace 20-24\\\"\", \"asin\": \"B0D7H42W89\", \"price\": \"$25.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Men's Pendant Necklace - Exquisite Spartan Helmet Design - with Sterling Silver Chain - Men's Silver Jewelry\", \"asin\": \"B08151NF54\", \"price\": \"$29.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tree of Life Necklace for Women Sterling Silver Celtic Moon Tree Moonstone Turquoise Pendant Heart Family Tree Necklace for Mother Daughter Sister Gifts\", \"asin\": \"B0CND62ZHF\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"Personalized Custom Cross Necklace for Men Customized Cross Pendant Necklace Customized Jewelry Religious Gifts for Men\", \"asin\": \"B0DXQ4DBVD\", \"price\": \"$14.98\", \"delivery\": \"$6.98 delivery May 9 - 27\"},\n {\"title\": \"Cross Necklace for Men Stainless Steel Crucifix Pendant Silver White Gold Yellow Black Jesus Christ Plain Simple Women Fine Jewelry Gifts, 24 Inches Rolo Chain, Zirconia, Polished, Rope\", \"asin\": \"B091D2ZTSL\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"White Gold Plated 925 Solid Sterling Silver Polished Black Men's Womens Crucifix Cross Pendant Long Fine Jewelry Valentines Day Gifts for Him,Stainless Steel Box Chain Length 24''\", \"asin\": \"B09ZYCPPWR\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men Women Silver Cross Necklaces Sterling Silver Cross Pendant High Polished Plain Mens Big Large Gifts For Mens,With Strong Stainless Steel Box Chain Length 24 Inch\", \"asin\": \"B07TV8SKWL\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''\", \"asin\": \"B08ZNXB2N3\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp\", \"asin\": \"B086R48G2J\", \"price\": \"$57.99\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members\"},\n {\"title\": \"Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)\", \"asin\": \"B01G3K6M5C\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tribal Feather .925 Sterling Silver Pendant\", \"asin\": \"B00P6XRNG0\", \"price\": \"$15.68\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex\", \"asin\": \"B081JBPL95\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength\", \"asin\": \"B0DJZY2WSQ\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches\", \"asin\": \"B0BGX4D11F\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEO7Y2\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWJWDSY\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry\", \"asin\": \"B09DQ3HVK7\", \"price\": \"$17.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY38WVH\", \"price\": \"$33.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0CGXLDM87\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box\", \"asin\": \"B0DCZD84LH\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\\\"-22\\\"\", \"asin\": \"B07H7BCGN1\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)\", \"asin\": \"B07HXTRW74\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\\\" Chain\", \"asin\": \"B078YL12CR\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys\", \"asin\": \"B0BLC4PX1B\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B09Y8S7567\", \"price\": \"$32.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords\", \"asin\": \"B071JL8M8T\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MCLTP7R\", \"price\": \"$24.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry\", \"asin\": \"B093CF36DJ\", \"price\": \"$14.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\\\" Cuban Chain Necklace CP 282\", \"asin\": \"B08L5JNPSF\", \"price\": \"$11.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B0186MGRZU\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy\", \"asin\": \"B0849ZB5YV\", \"price\": \"$18.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men\", \"asin\": \"B0B6SBGWD1\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace\", \"asin\": \"B07F3P1PML\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift\", \"asin\": \"B0DRFCPCQ5\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:13:08.211Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant Men silver\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Forge & Foundry\\nMen's Compass Pendant with Adjustable 21\\\" Necklace Chain | Design-led, artisan jewelry from London\", \"asin\": \"B09FB3VX8C\", \"price\": \"$42.95\", \"quantity\": \"\"},\n {\"title\": \"Forge & Foundry\\nMen's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0C8K15X3H\", \"price\": \"$42.95\", \"quantity\": \"\"},\n {\"title\": \"Made by Nami\\nMens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"PEAS\\nPunk Jewelry Necklace Stainless Steel Animal Lion Head Pendant Round Necklace\", \"asin\": \"B0C1VMQCZ5\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"AZFVBQL\\nMen's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"quantity\": \"\"},\n {\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n {\"title\": \"Yaumatea\\nPatron of Saint Necklace, St. Michael/Virgin Mary/Raphael/Jude/Christopher/Benedict/Joseph/Patrick/Francis/Florian/Thomas/Anthony, Stainless Steel 24\\\"\", \"asin\": \"B0C2L4XHML\", \"price\": \"$11.99\", \"quantity\": \"\"},\n {\"title\": \"YFN\\nPatron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men\", \"asin\": \"B0BJKJ8BDK\", \"price\": \"$40.49\", \"quantity\": \"\"},\n {\"title\": \"XIXLES\\n925 Sterling Silver Patron Saint Necklace Archangel Medals St Pendant Amulet Necklaces Protection Jewelry for Men Women with Chain\", \"asin\": \"B0CYWYWNPL\", \"price\": \"$71.99\", \"quantity\": \"\"},\n {\"title\": \"YFN\\nEgyptian Necklace Sterling Silver Egypt God Pendant Abalone Shell Egypt Jewelry Gifts for Women Men\", \"asin\": \"B0CX1G7RLD\", \"price\": \"$33.29\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Zillaly initial letter Pendant Necklace Men Women boy Capital silver letter diamond A-Z stainless steel Chain box 22inch (Silver-J)\",\n \"asin\": \"B0D2NWMN9V\"\n},\n {\n \"title\": \"Zillaly Men's Initial Pendant Necklace 18K A-Z Zirconia Unisex Christmas Gift with Box\",\n \"asin\": \"B0B7J7N6RV\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Tungsten Cross Necklace for Men, Men's Silver Cross Pendant Necklace 20-24\\\"\", \"asin\": \"B0D7H42W89\", \"price\": \"$25.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Men's Pendant Necklace - Exquisite Spartan Helmet Design - with Sterling Silver Chain - Men's Silver Jewelry\", \"asin\": \"B08151NF54\", \"price\": \"$29.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tree of Life Necklace for Women Sterling Silver Celtic Moon Tree Moonstone Turquoise Pendant Heart Family Tree Necklace for Mother Daughter Sister Gifts\", \"asin\": \"B0CND62ZHF\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"Personalized Custom Cross Necklace for Men Customized Cross Pendant Necklace Customized Jewelry Religious Gifts for Men\", \"asin\": \"B0DXQ4DBVD\", \"price\": \"$14.98\", \"delivery\": \"$6.98 delivery May 9 - 27\"},\n {\"title\": \"Cross Necklace for Men Stainless Steel Crucifix Pendant Silver White Gold Yellow Black Jesus Christ Plain Simple Women Fine Jewelry Gifts, 24 Inches Rolo Chain, Zirconia, Polished, Rope\", \"asin\": \"B091D2ZTSL\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"White Gold Plated 925 Solid Sterling Silver Polished Black Men's Womens Crucifix Cross Pendant Long Fine Jewelry Valentines Day Gifts for Him,Stainless Steel Box Chain Length 24''\", \"asin\": \"B09ZYCPPWR\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men Women Silver Cross Necklaces Sterling Silver Cross Pendant High Polished Plain Mens Big Large Gifts For Mens,With Strong Stainless Steel Box Chain Length 24 Inch\", \"asin\": \"B07TV8SKWL\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''\", \"asin\": \"B08ZNXB2N3\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp\", \"asin\": \"B086R48G2J\", \"price\": \"$57.99\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members\"},\n {\"title\": \"Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)\", \"asin\": \"B01G3K6M5C\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tribal Feather .925 Sterling Silver Pendant\", \"asin\": \"B00P6XRNG0\", \"price\": \"$15.68\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex\", \"asin\": \"B081JBPL95\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength\", \"asin\": \"B0DJZY2WSQ\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches\", \"asin\": \"B0BGX4D11F\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEO7Y2\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWJWDSY\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry\", \"asin\": \"B09DQ3HVK7\", \"price\": \"$17.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY38WVH\", \"price\": \"$33.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0CGXLDM87\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box\", \"asin\": \"B0DCZD84LH\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\\\"-22\\\"\", \"asin\": \"B07H7BCGN1\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)\", \"asin\": \"B07HXTRW74\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\\\" Chain\", \"asin\": \"B078YL12CR\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys\", \"asin\": \"B0BLC4PX1B\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B09Y8S7567\", \"price\": \"$32.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords\", \"asin\": \"B071JL8M8T\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MCLTP7R\", \"price\": \"$24.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry\", \"asin\": \"B093CF36DJ\", \"price\": \"$14.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\\\" Cuban Chain Necklace CP 282\", \"asin\": \"B08L5JNPSF\", \"price\": \"$11.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B0186MGRZU\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy\", \"asin\": \"B0849ZB5YV\", \"price\": \"$18.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men\", \"asin\": \"B0B6SBGWD1\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace\", \"asin\": \"B07F3P1PML\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift\", \"asin\": \"B0DRFCPCQ5\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:13:50.730Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T00:13:50.730Z
|
input
|
Pendant Men silver
|
rule
|
2025-04-08T00:13:50.730Z
|
train
| 59 |
2025-04-08T00:13:50.730Z
|
input
|
Pendant Men silver
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
<|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": "Pendant Men silver"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "Forge & Foundry\nMen's Compass Pendant with Adjustable 21\" Necklace Chain | Design-led, artisan jewelry from London", "asin": "B09FB3VX8C", "price": "$42.95", "quantity": ""},
{"title": "Forge & Foundry\nMen's Religious Pendant with 21\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant", "asin": "B0C8K15X3H", "price": "$42.95", "quantity": ""},
{"title": "Made by Nami\nMens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "quantity": ""},
{"title": "PEAS\nPunk Jewelry Necklace Stainless Steel Animal Lion Head Pendant Round Necklace", "asin": "B0C1VMQCZ5", "price": "$9.99", "quantity": ""},
{"title": "AZFVBQL\nMen's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "quantity": ""},
{"title": "Generic\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "quantity": ""},
{"title": "Yaumatea\nPatron of Saint Necklace, St. Michael/Virgin Mary/Raphael/Jude/Christopher/Benedict/Joseph/Patrick/Francis/Florian/Thomas/Anthony, Stainless Steel 24\"", "asin": "B0C2L4XHML", "price": "$11.99", "quantity": ""},
{"title": "YFN\nPatron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men", "asin": "B0BJKJ8BDK", "price": "$40.49", "quantity": ""},
{"title": "XIXLES\n925 Sterling Silver Patron Saint Necklace Archangel Medals St Pendant Amulet Necklaces Protection Jewelry for Men Women with Chain", "asin": "B0CYWYWNPL", "price": "$71.99", "quantity": ""},
{"title": "YFN\nEgyptian Necklace Sterling Silver Egypt God Pendant Abalone Shell Egypt Jewelry Gifts for Women Men", "asin": "B0CX1G7RLD", "price": "$33.29", "quantity": ""}
],
"ads": [
{
"title": "Zillaly initial letter Pendant Necklace Men Women boy Capital silver letter diamond A-Z stainless steel Chain box 22inch (Silver-J)",
"asin": "B0D2NWMN9V"
},
{
"title": "Zillaly Men's Initial Pendant Necklace 18K A-Z Zirconia Unisex Christmas Gift with Box",
"asin": "B0B7J7N6RV"
}
],
"search_results": [
{"title": "Tungsten Cross Necklace for Men, Men's Silver Cross Pendant Necklace 20-24\"", "asin": "B0D7H42W89", "price": "$25.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "925 Sterling Silver Men's Pendant Necklace - Exquisite Spartan Helmet Design - with Sterling Silver Chain - Men's Silver Jewelry", "asin": "B08151NF54", "price": "$29.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Tree of Life Necklace for Women Sterling Silver Celtic Moon Tree Moonstone Turquoise Pendant Heart Family Tree Necklace for Mother Daughter Sister Gifts", "asin": "B0CND62ZHF", "price": "$35.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"},
{"title": "Personalized Custom Cross Necklace for Men Customized Cross Pendant Necklace Customized Jewelry Religious Gifts for Men", "asin": "B0DXQ4DBVD", "price": "$14.98", "delivery": "$6.98 delivery May 9 - 27"},
{"title": "Cross Necklace for Men Stainless Steel Crucifix Pendant Silver White Gold Yellow Black Jesus Christ Plain Simple Women Fine Jewelry Gifts, 24 Inches Rolo Chain, Zirconia, Polished, Rope", "asin": "B091D2ZTSL", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B09TGK39LK", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "White Gold Plated 925 Solid Sterling Silver Polished Black Men's Womens Crucifix Cross Pendant Long Fine Jewelry Valentines Day Gifts for Him,Stainless Steel Box Chain Length 24''", "asin": "B09ZYCPPWR", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men Women Silver Cross Necklaces Sterling Silver Cross Pendant High Polished Plain Mens Big Large Gifts For Mens,With Strong Stainless Steel Box Chain Length 24 Inch", "asin": "B07TV8SKWL", "price": "$49.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''", "asin": "B08ZNXB2N3", "price": "$49.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp", "asin": "B086R48G2J", "price": "$57.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"},
{"title": "Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)", "asin": "B01G3K6M5C", "price": "$28.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Tribal Feather .925 Sterling Silver Pendant", "asin": "B00P6XRNG0", "price": "$15.68", "delivery": "FREE delivery Apr 11 - 14 for Prime members"},
{"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex", "asin": "B081JBPL95", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men", "asin": "B0DHG1WNNK", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength", "asin": "B0DJZY2WSQ", "price": "$59.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches", "asin": "B0BGX4D11F", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEO7Y2", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch", "asin": "B07YWJWDSY", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\u201d Medal Pendant Necklace with Rolo Chain and Pendant only", "asin": "B074MJWN5J", "price": "$24.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry", "asin": "B09DQ3HVK7", "price": "$17.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY38WVH", "price": "$33.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"},
{"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant", "asin": "B0CGXLDM87", "price": "$44.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"},
{"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box", "asin": "B0DCZD84LH", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\"-22\"", "asin": "B07H7BCGN1", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)", "asin": "B07HXTRW74", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\" Chain", "asin": "B078YL12CR", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys", "asin": "B0BLC4PX1B", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B09Y8S7567", "price": "$32.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords", "asin": "B071JL8M8T", "price": "$26.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07MCLTP7R", "price": "$24.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry", "asin": "B093CF36DJ", "price": "$14.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\" Cuban Chain Necklace CP 282", "asin": "B08L5JNPSF", "price": "$11.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only", "asin": "B0186MGRZU", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy", "asin": "B0849ZB5YV", "price": "$18.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men", "asin": "B0B6SBGWD1", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace", "asin": "B07F3P1PML", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift", "asin": "B0DRFCPCQ5", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T00:13:50.730Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>Pendant Men silver</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>Pendant Men silver</answer_argument>",
"index": 59,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant Men silver\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Forge & Foundry\\nMen's Compass Pendant with Adjustable 21\\\" Necklace Chain | Design-led, artisan jewelry from London\", \"asin\": \"B09FB3VX8C\", \"price\": \"$42.95\", \"quantity\": \"\"},\n {\"title\": \"Forge & Foundry\\nMen's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0C8K15X3H\", \"price\": \"$42.95\", \"quantity\": \"\"},\n {\"title\": \"Made by Nami\\nMens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"PEAS\\nPunk Jewelry Necklace Stainless Steel Animal Lion Head Pendant Round Necklace\", \"asin\": \"B0C1VMQCZ5\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"AZFVBQL\\nMen's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"quantity\": \"\"},\n {\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n {\"title\": \"Yaumatea\\nPatron of Saint Necklace, St. Michael/Virgin Mary/Raphael/Jude/Christopher/Benedict/Joseph/Patrick/Francis/Florian/Thomas/Anthony, Stainless Steel 24\\\"\", \"asin\": \"B0C2L4XHML\", \"price\": \"$11.99\", \"quantity\": \"\"},\n {\"title\": \"YFN\\nPatron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men\", \"asin\": \"B0BJKJ8BDK\", \"price\": \"$40.49\", \"quantity\": \"\"},\n {\"title\": \"XIXLES\\n925 Sterling Silver Patron Saint Necklace Archangel Medals St Pendant Amulet Necklaces Protection Jewelry for Men Women with Chain\", \"asin\": \"B0CYWYWNPL\", \"price\": \"$71.99\", \"quantity\": \"\"},\n {\"title\": \"YFN\\nEgyptian Necklace Sterling Silver Egypt God Pendant Abalone Shell Egypt Jewelry Gifts for Women Men\", \"asin\": \"B0CX1G7RLD\", \"price\": \"$33.29\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Zillaly initial letter Pendant Necklace Men Women boy Capital silver letter diamond A-Z stainless steel Chain box 22inch (Silver-J)\",\n \"asin\": \"B0D2NWMN9V\"\n},\n {\n \"title\": \"Zillaly Men's Initial Pendant Necklace 18K A-Z Zirconia Unisex Christmas Gift with Box\",\n \"asin\": \"B0B7J7N6RV\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Tungsten Cross Necklace for Men, Men's Silver Cross Pendant Necklace 20-24\\\"\", \"asin\": \"B0D7H42W89\", \"price\": \"$25.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Men's Pendant Necklace - Exquisite Spartan Helmet Design - with Sterling Silver Chain - Men's Silver Jewelry\", \"asin\": \"B08151NF54\", \"price\": \"$29.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tree of Life Necklace for Women Sterling Silver Celtic Moon Tree Moonstone Turquoise Pendant Heart Family Tree Necklace for Mother Daughter Sister Gifts\", \"asin\": \"B0CND62ZHF\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"Personalized Custom Cross Necklace for Men Customized Cross Pendant Necklace Customized Jewelry Religious Gifts for Men\", \"asin\": \"B0DXQ4DBVD\", \"price\": \"$14.98\", \"delivery\": \"$6.98 delivery May 9 - 27\"},\n {\"title\": \"Cross Necklace for Men Stainless Steel Crucifix Pendant Silver White Gold Yellow Black Jesus Christ Plain Simple Women Fine Jewelry Gifts, 24 Inches Rolo Chain, Zirconia, Polished, Rope\", \"asin\": \"B091D2ZTSL\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"White Gold Plated 925 Solid Sterling Silver Polished Black Men's Womens Crucifix Cross Pendant Long Fine Jewelry Valentines Day Gifts for Him,Stainless Steel Box Chain Length 24''\", \"asin\": \"B09ZYCPPWR\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men Women Silver Cross Necklaces Sterling Silver Cross Pendant High Polished Plain Mens Big Large Gifts For Mens,With Strong Stainless Steel Box Chain Length 24 Inch\", \"asin\": \"B07TV8SKWL\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''\", \"asin\": \"B08ZNXB2N3\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp\", \"asin\": \"B086R48G2J\", \"price\": \"$57.99\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members\"},\n {\"title\": \"Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)\", \"asin\": \"B01G3K6M5C\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tribal Feather .925 Sterling Silver Pendant\", \"asin\": \"B00P6XRNG0\", \"price\": \"$15.68\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex\", \"asin\": \"B081JBPL95\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength\", \"asin\": \"B0DJZY2WSQ\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches\", \"asin\": \"B0BGX4D11F\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEO7Y2\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWJWDSY\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry\", \"asin\": \"B09DQ3HVK7\", \"price\": \"$17.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY38WVH\", \"price\": \"$33.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0CGXLDM87\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box\", \"asin\": \"B0DCZD84LH\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\\\"-22\\\"\", \"asin\": \"B07H7BCGN1\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)\", \"asin\": \"B07HXTRW74\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\\\" Chain\", \"asin\": \"B078YL12CR\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys\", \"asin\": \"B0BLC4PX1B\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B09Y8S7567\", \"price\": \"$32.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords\", \"asin\": \"B071JL8M8T\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MCLTP7R\", \"price\": \"$24.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry\", \"asin\": \"B093CF36DJ\", \"price\": \"$14.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\\\" Cuban Chain Necklace CP 282\", \"asin\": \"B08L5JNPSF\", \"price\": \"$11.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B0186MGRZU\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy\", \"asin\": \"B0849ZB5YV\", \"price\": \"$18.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men\", \"asin\": \"B0B6SBGWD1\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace\", \"asin\": \"B07F3P1PML\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift\", \"asin\": \"B0DRFCPCQ5\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:13:50.730Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant Men silver\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Forge & Foundry\\nMen's Compass Pendant with Adjustable 21\\\" Necklace Chain | Design-led, artisan jewelry from London\", \"asin\": \"B09FB3VX8C\", \"price\": \"$42.95\", \"quantity\": \"\"},\n {\"title\": \"Forge & Foundry\\nMen's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0C8K15X3H\", \"price\": \"$42.95\", \"quantity\": \"\"},\n {\"title\": \"Made by Nami\\nMens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"PEAS\\nPunk Jewelry Necklace Stainless Steel Animal Lion Head Pendant Round Necklace\", \"asin\": \"B0C1VMQCZ5\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"AZFVBQL\\nMen's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"quantity\": \"\"},\n {\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n {\"title\": \"Yaumatea\\nPatron of Saint Necklace, St. Michael/Virgin Mary/Raphael/Jude/Christopher/Benedict/Joseph/Patrick/Francis/Florian/Thomas/Anthony, Stainless Steel 24\\\"\", \"asin\": \"B0C2L4XHML\", \"price\": \"$11.99\", \"quantity\": \"\"},\n {\"title\": \"YFN\\nPatron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men\", \"asin\": \"B0BJKJ8BDK\", \"price\": \"$40.49\", \"quantity\": \"\"},\n {\"title\": \"XIXLES\\n925 Sterling Silver Patron Saint Necklace Archangel Medals St Pendant Amulet Necklaces Protection Jewelry for Men Women with Chain\", \"asin\": \"B0CYWYWNPL\", \"price\": \"$71.99\", \"quantity\": \"\"},\n {\"title\": \"YFN\\nEgyptian Necklace Sterling Silver Egypt God Pendant Abalone Shell Egypt Jewelry Gifts for Women Men\", \"asin\": \"B0CX1G7RLD\", \"price\": \"$33.29\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Zillaly initial letter Pendant Necklace Men Women boy Capital silver letter diamond A-Z stainless steel Chain box 22inch (Silver-J)\",\n \"asin\": \"B0D2NWMN9V\"\n},\n {\n \"title\": \"Zillaly Men's Initial Pendant Necklace 18K A-Z Zirconia Unisex Christmas Gift with Box\",\n \"asin\": \"B0B7J7N6RV\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Tungsten Cross Necklace for Men, Men's Silver Cross Pendant Necklace 20-24\\\"\", \"asin\": \"B0D7H42W89\", \"price\": \"$25.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Men's Pendant Necklace - Exquisite Spartan Helmet Design - with Sterling Silver Chain - Men's Silver Jewelry\", \"asin\": \"B08151NF54\", \"price\": \"$29.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tree of Life Necklace for Women Sterling Silver Celtic Moon Tree Moonstone Turquoise Pendant Heart Family Tree Necklace for Mother Daughter Sister Gifts\", \"asin\": \"B0CND62ZHF\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"Personalized Custom Cross Necklace for Men Customized Cross Pendant Necklace Customized Jewelry Religious Gifts for Men\", \"asin\": \"B0DXQ4DBVD\", \"price\": \"$14.98\", \"delivery\": \"$6.98 delivery May 9 - 27\"},\n {\"title\": \"Cross Necklace for Men Stainless Steel Crucifix Pendant Silver White Gold Yellow Black Jesus Christ Plain Simple Women Fine Jewelry Gifts, 24 Inches Rolo Chain, Zirconia, Polished, Rope\", \"asin\": \"B091D2ZTSL\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"White Gold Plated 925 Solid Sterling Silver Polished Black Men's Womens Crucifix Cross Pendant Long Fine Jewelry Valentines Day Gifts for Him,Stainless Steel Box Chain Length 24''\", \"asin\": \"B09ZYCPPWR\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men Women Silver Cross Necklaces Sterling Silver Cross Pendant High Polished Plain Mens Big Large Gifts For Mens,With Strong Stainless Steel Box Chain Length 24 Inch\", \"asin\": \"B07TV8SKWL\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''\", \"asin\": \"B08ZNXB2N3\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp\", \"asin\": \"B086R48G2J\", \"price\": \"$57.99\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members\"},\n {\"title\": \"Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)\", \"asin\": \"B01G3K6M5C\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tribal Feather .925 Sterling Silver Pendant\", \"asin\": \"B00P6XRNG0\", \"price\": \"$15.68\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex\", \"asin\": \"B081JBPL95\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength\", \"asin\": \"B0DJZY2WSQ\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches\", \"asin\": \"B0BGX4D11F\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEO7Y2\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWJWDSY\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry\", \"asin\": \"B09DQ3HVK7\", \"price\": \"$17.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY38WVH\", \"price\": \"$33.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0CGXLDM87\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box\", \"asin\": \"B0DCZD84LH\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\\\"-22\\\"\", \"asin\": \"B07H7BCGN1\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)\", \"asin\": \"B07HXTRW74\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\\\" Chain\", \"asin\": \"B078YL12CR\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys\", \"asin\": \"B0BLC4PX1B\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B09Y8S7567\", \"price\": \"$32.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords\", \"asin\": \"B071JL8M8T\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MCLTP7R\", \"price\": \"$24.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry\", \"asin\": \"B093CF36DJ\", \"price\": \"$14.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\\\" Cuban Chain Necklace CP 282\", \"asin\": \"B08L5JNPSF\", \"price\": \"$11.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B0186MGRZU\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy\", \"asin\": \"B0849ZB5YV\", \"price\": \"$18.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men\", \"asin\": \"B0B6SBGWD1\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace\", \"asin\": \"B07F3P1PML\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift\", \"asin\": \"B0DRFCPCQ5\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:14:07.957Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T00:14:07.957Z
|
input
|
Pendant for men, silver, solid color
|
rule
|
2025-04-08T00:14:07.957Z
|
train
| 60 |
2025-04-08T00:14:07.957Z
|
input
|
Pendant for men, silver, solid color
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
<|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": "Pendant Men silver"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "Forge & Foundry\nMen's Compass Pendant with Adjustable 21\" Necklace Chain | Design-led, artisan jewelry from London", "asin": "B09FB3VX8C", "price": "$42.95", "quantity": ""},
{"title": "Forge & Foundry\nMen's Religious Pendant with 21\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant", "asin": "B0C8K15X3H", "price": "$42.95", "quantity": ""},
{"title": "Made by Nami\nMens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "quantity": ""},
{"title": "PEAS\nPunk Jewelry Necklace Stainless Steel Animal Lion Head Pendant Round Necklace", "asin": "B0C1VMQCZ5", "price": "$9.99", "quantity": ""},
{"title": "AZFVBQL\nMen's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "quantity": ""},
{"title": "Generic\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "quantity": ""},
{"title": "Yaumatea\nPatron of Saint Necklace, St. Michael/Virgin Mary/Raphael/Jude/Christopher/Benedict/Joseph/Patrick/Francis/Florian/Thomas/Anthony, Stainless Steel 24\"", "asin": "B0C2L4XHML", "price": "$11.99", "quantity": ""},
{"title": "YFN\nPatron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men", "asin": "B0BJKJ8BDK", "price": "$40.49", "quantity": ""},
{"title": "XIXLES\n925 Sterling Silver Patron Saint Necklace Archangel Medals St Pendant Amulet Necklaces Protection Jewelry for Men Women with Chain", "asin": "B0CYWYWNPL", "price": "$71.99", "quantity": ""},
{"title": "YFN\nEgyptian Necklace Sterling Silver Egypt God Pendant Abalone Shell Egypt Jewelry Gifts for Women Men", "asin": "B0CX1G7RLD", "price": "$33.29", "quantity": ""}
],
"ads": [
{
"title": "Zillaly initial letter Pendant Necklace Men Women boy Capital silver letter diamond A-Z stainless steel Chain box 22inch (Silver-J)",
"asin": "B0D2NWMN9V"
},
{
"title": "Zillaly Men's Initial Pendant Necklace 18K A-Z Zirconia Unisex Christmas Gift with Box",
"asin": "B0B7J7N6RV"
}
],
"search_results": [
{"title": "Tungsten Cross Necklace for Men, Men's Silver Cross Pendant Necklace 20-24\"", "asin": "B0D7H42W89", "price": "$25.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "925 Sterling Silver Men's Pendant Necklace - Exquisite Spartan Helmet Design - with Sterling Silver Chain - Men's Silver Jewelry", "asin": "B08151NF54", "price": "$29.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Tree of Life Necklace for Women Sterling Silver Celtic Moon Tree Moonstone Turquoise Pendant Heart Family Tree Necklace for Mother Daughter Sister Gifts", "asin": "B0CND62ZHF", "price": "$35.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"},
{"title": "Personalized Custom Cross Necklace for Men Customized Cross Pendant Necklace Customized Jewelry Religious Gifts for Men", "asin": "B0DXQ4DBVD", "price": "$14.98", "delivery": "$6.98 delivery May 9 - 27"},
{"title": "Cross Necklace for Men Stainless Steel Crucifix Pendant Silver White Gold Yellow Black Jesus Christ Plain Simple Women Fine Jewelry Gifts, 24 Inches Rolo Chain, Zirconia, Polished, Rope", "asin": "B091D2ZTSL", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B09TGK39LK", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "White Gold Plated 925 Solid Sterling Silver Polished Black Men's Womens Crucifix Cross Pendant Long Fine Jewelry Valentines Day Gifts for Him,Stainless Steel Box Chain Length 24''", "asin": "B09ZYCPPWR", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men Women Silver Cross Necklaces Sterling Silver Cross Pendant High Polished Plain Mens Big Large Gifts For Mens,With Strong Stainless Steel Box Chain Length 24 Inch", "asin": "B07TV8SKWL", "price": "$49.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''", "asin": "B08ZNXB2N3", "price": "$49.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp", "asin": "B086R48G2J", "price": "$57.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"},
{"title": "Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)", "asin": "B01G3K6M5C", "price": "$28.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Tribal Feather .925 Sterling Silver Pendant", "asin": "B00P6XRNG0", "price": "$15.68", "delivery": "FREE delivery Apr 11 - 14 for Prime members"},
{"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex", "asin": "B081JBPL95", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men", "asin": "B0DHG1WNNK", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength", "asin": "B0DJZY2WSQ", "price": "$59.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches", "asin": "B0BGX4D11F", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEO7Y2", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch", "asin": "B07YWJWDSY", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\u201d Medal Pendant Necklace with Rolo Chain and Pendant only", "asin": "B074MJWN5J", "price": "$24.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry", "asin": "B09DQ3HVK7", "price": "$17.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY38WVH", "price": "$33.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"},
{"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant", "asin": "B0CGXLDM87", "price": "$44.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"},
{"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box", "asin": "B0DCZD84LH", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\"-22\"", "asin": "B07H7BCGN1", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)", "asin": "B07HXTRW74", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\" Chain", "asin": "B078YL12CR", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys", "asin": "B0BLC4PX1B", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B09Y8S7567", "price": "$32.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords", "asin": "B071JL8M8T", "price": "$26.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07MCLTP7R", "price": "$24.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry", "asin": "B093CF36DJ", "price": "$14.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\" Cuban Chain Necklace CP 282", "asin": "B08L5JNPSF", "price": "$11.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only", "asin": "B0186MGRZU", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy", "asin": "B0849ZB5YV", "price": "$18.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men", "asin": "B0B6SBGWD1", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace", "asin": "B07F3P1PML", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift", "asin": "B0DRFCPCQ5", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T00:14:07.957Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>Pendant for men, silver, solid color</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>Pendant for men, silver, solid color</answer_argument>",
"index": 60,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant Men silver\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Forge & Foundry\\nMen's Compass Pendant with Adjustable 21\\\" Necklace Chain | Design-led, artisan jewelry from London\", \"asin\": \"B09FB3VX8C\", \"price\": \"$42.95\", \"quantity\": \"\"},\n {\"title\": \"Forge & Foundry\\nMen's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0C8K15X3H\", \"price\": \"$42.95\", \"quantity\": \"\"},\n {\"title\": \"Made by Nami\\nMens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"PEAS\\nPunk Jewelry Necklace Stainless Steel Animal Lion Head Pendant Round Necklace\", \"asin\": \"B0C1VMQCZ5\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"AZFVBQL\\nMen's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"quantity\": \"\"},\n {\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n {\"title\": \"Yaumatea\\nPatron of Saint Necklace, St. Michael/Virgin Mary/Raphael/Jude/Christopher/Benedict/Joseph/Patrick/Francis/Florian/Thomas/Anthony, Stainless Steel 24\\\"\", \"asin\": \"B0C2L4XHML\", \"price\": \"$11.99\", \"quantity\": \"\"},\n {\"title\": \"YFN\\nPatron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men\", \"asin\": \"B0BJKJ8BDK\", \"price\": \"$40.49\", \"quantity\": \"\"},\n {\"title\": \"XIXLES\\n925 Sterling Silver Patron Saint Necklace Archangel Medals St Pendant Amulet Necklaces Protection Jewelry for Men Women with Chain\", \"asin\": \"B0CYWYWNPL\", \"price\": \"$71.99\", \"quantity\": \"\"},\n {\"title\": \"YFN\\nEgyptian Necklace Sterling Silver Egypt God Pendant Abalone Shell Egypt Jewelry Gifts for Women Men\", \"asin\": \"B0CX1G7RLD\", \"price\": \"$33.29\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Zillaly initial letter Pendant Necklace Men Women boy Capital silver letter diamond A-Z stainless steel Chain box 22inch (Silver-J)\",\n \"asin\": \"B0D2NWMN9V\"\n},\n {\n \"title\": \"Zillaly Men's Initial Pendant Necklace 18K A-Z Zirconia Unisex Christmas Gift with Box\",\n \"asin\": \"B0B7J7N6RV\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Tungsten Cross Necklace for Men, Men's Silver Cross Pendant Necklace 20-24\\\"\", \"asin\": \"B0D7H42W89\", \"price\": \"$25.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Men's Pendant Necklace - Exquisite Spartan Helmet Design - with Sterling Silver Chain - Men's Silver Jewelry\", \"asin\": \"B08151NF54\", \"price\": \"$29.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tree of Life Necklace for Women Sterling Silver Celtic Moon Tree Moonstone Turquoise Pendant Heart Family Tree Necklace for Mother Daughter Sister Gifts\", \"asin\": \"B0CND62ZHF\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"Personalized Custom Cross Necklace for Men Customized Cross Pendant Necklace Customized Jewelry Religious Gifts for Men\", \"asin\": \"B0DXQ4DBVD\", \"price\": \"$14.98\", \"delivery\": \"$6.98 delivery May 9 - 27\"},\n {\"title\": \"Cross Necklace for Men Stainless Steel Crucifix Pendant Silver White Gold Yellow Black Jesus Christ Plain Simple Women Fine Jewelry Gifts, 24 Inches Rolo Chain, Zirconia, Polished, Rope\", \"asin\": \"B091D2ZTSL\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"White Gold Plated 925 Solid Sterling Silver Polished Black Men's Womens Crucifix Cross Pendant Long Fine Jewelry Valentines Day Gifts for Him,Stainless Steel Box Chain Length 24''\", \"asin\": \"B09ZYCPPWR\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men Women Silver Cross Necklaces Sterling Silver Cross Pendant High Polished Plain Mens Big Large Gifts For Mens,With Strong Stainless Steel Box Chain Length 24 Inch\", \"asin\": \"B07TV8SKWL\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''\", \"asin\": \"B08ZNXB2N3\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp\", \"asin\": \"B086R48G2J\", \"price\": \"$57.99\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members\"},\n {\"title\": \"Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)\", \"asin\": \"B01G3K6M5C\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tribal Feather .925 Sterling Silver Pendant\", \"asin\": \"B00P6XRNG0\", \"price\": \"$15.68\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex\", \"asin\": \"B081JBPL95\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength\", \"asin\": \"B0DJZY2WSQ\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches\", \"asin\": \"B0BGX4D11F\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEO7Y2\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWJWDSY\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry\", \"asin\": \"B09DQ3HVK7\", \"price\": \"$17.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY38WVH\", \"price\": \"$33.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0CGXLDM87\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box\", \"asin\": \"B0DCZD84LH\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\\\"-22\\\"\", \"asin\": \"B07H7BCGN1\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)\", \"asin\": \"B07HXTRW74\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\\\" Chain\", \"asin\": \"B078YL12CR\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys\", \"asin\": \"B0BLC4PX1B\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B09Y8S7567\", \"price\": \"$32.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords\", \"asin\": \"B071JL8M8T\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MCLTP7R\", \"price\": \"$24.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry\", \"asin\": \"B093CF36DJ\", \"price\": \"$14.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\\\" Cuban Chain Necklace CP 282\", \"asin\": \"B08L5JNPSF\", \"price\": \"$11.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B0186MGRZU\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy\", \"asin\": \"B0849ZB5YV\", \"price\": \"$18.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men\", \"asin\": \"B0B6SBGWD1\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace\", \"asin\": \"B07F3P1PML\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift\", \"asin\": \"B0DRFCPCQ5\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:14:07.957Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant for men, silver, solid color\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"murtoo\\nCompass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D4QLQ7ZL\", \"price\": \"$20.99\", \"quantity\": \"\"},\n {\"title\": \"Forge & Foundry\\nMen's Minimalist Stainless Steel and Solid Onyx Inlay Pendant | 21 Inch Rolo Chain | Design-Led Artisan Jewelry, from London\", \"asin\": \"B0D1VRRBKL\", \"price\": \"$44.95\", \"quantity\": \"\"},\n {\"title\": \"LeCalla\\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women\", \"asin\": \"B08MF7WDRZ\", \"price\": \"$24.91\", \"quantity\": \"\"},\n {\"title\": \"PROSTEEL\\n925 Sterling Silver Russian Orthodox Cross Necklace For Men Women, 18inch-20inch Adjustable, Come with Box\", \"asin\": \"B08P7H7SGX\", \"price\": \"$27.99\", \"quantity\": \"\"},\n {\"title\": \"U7\\nStainless Steel Shark Necklaces,18K Gold Plated Dolphin/Swordfish/Shark Pendant Necklace,Punk Mens Jewelry\", \"asin\": \"B074SFY4KG\", \"price\": \"$13.91\", \"quantity\": \"\"},\n {\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n {\"title\": \"LeCalla\\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women\", \"asin\": \"B08MF7WDRZ\", \"price\": \"$24.91\", \"quantity\": \"\"},\n {\"title\": \"ZENLUNANO\\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch\", \"asin\": \"B0D4792WHH\", \"price\": \"$14.27\", \"quantity\": \"\"},\n {\"title\": \"ChainsPro\\nMen Chunky Miami Cuban Chain Necklace, Custom Available, 4.8/6/10/14mm Width, 18/20/22/24/26/28/30inch Length, Gold Plated/Stainless Steel/Black, Send Gift Box\", \"asin\": \"B07JY9V7TG\", \"price\": \"$18.89\", \"quantity\": \"\"},\n {\"title\": \"LeCalla\\nSolid 925 Sterling Silver Italian 3 MM, 4 MM Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men with Lobster Clasp, Made in Italy (16, 18, 20, 22, 24 Inches)\", \"asin\": \"B08KHFWDRW\", \"price\": \"$36.89\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"CaptainSteeL Cross Necklace for Men - Stainless Steel Silver/Gold Plain Cross Pendant Necklace Simple Jewelry Gifts, 24 Inches 3:1 Figaro Link Chain 4/5/6mm Width\",\n \"asin\": \"B08DTRZQCW\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D3X6PCR1\", \"price\": \"$20.99\", \"delivery\": \"FREE delivery Sun, Apr 13 for Prime members\"},\n {\"title\": \"Men's Compass Pendant Necklace, Circle Vintage Coin Stainless Steel Compass Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts (Gifts Box)\", \"asin\": \"B0DHRF4F64\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Stainless Steel Eagle and Anchor Pendant Necklace, Nautical Symbolic Jewelry, Vintage Maritime\", \"asin\": \"B0DS1S5FNS\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Plain Russian Orthodox Cross Pendant Necklace - Choice of Pendant Only or Chain Length\", \"asin\": \"B0BXM6PVD6\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Minimalist Stainless Steel and Solid Onyx Inlay Pendant | 21 Inch Rolo Chain | Design-Led Artisan Jewelry, from London\", \"asin\": \"B0D1VRRBKL\", \"price\": \"$44.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Cross Necklace for Men Silver Premium Alloy Solid Color Cross Pendant Necklace for Men Women Teens\", \"asin\": \"B0BPBM93FK\", \"price\": \"$4.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B0BSXJY659\", \"price\": \"$36.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 18K Gold Over 925 Sterling Silver Chain Necklace for Women, 1.35mm Rope Chain Italian Necklace Chain for Women Men Super Shiny & Durable Women's Chain Necklaces 18 20 22 24 Inch\", \"asin\": \"B07WNVP22M\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry\", \"asin\": \"B0CCHMKW6K\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Coin Necklace Men's Stainless Steel Necklace Pendant Retro Ecclesiastes Bible Verse Round Medal Necklace Jewelry Gift\", \"asin\": \"B0D99RW43F\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men 100% 925 Sterling Silver Necklace Vintage Design Dragon Pendant Silver Jewelry For Men Gift 18-28 Inch Box Chain- Italy\", \"asin\": \"B08PCQSMNN\", \"price\": \"$62.90\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts Jewelry Gifts for Friends (Gifts Box)\", \"asin\": \"B0DHRCD3JV\", \"price\": \"$16.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MCLNZ19\", \"price\": \"$29.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWKXCYS\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Mens Womens Cross Necklace Lord's Prayer Pendant, 4 Colors Available\", \"asin\": \"B079JFB6ZV\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Stainless Steel Compass Pendants Chain Necklace Punk Vintage Compass Necklace Navigator Forged for Male Jewelry Unique Birthday Jewelry\", \"asin\": \"B0DB2NZTFX\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women\", \"asin\": \"B07RMZC5JX\", \"price\": \"$62.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him\", \"asin\": \"B0BBZY6YPH\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon.\"},\n {\"title\": \"Solid 925 Sterling Silver Men's Cross With Jesus Pendant - 14k Gold Plated 1-3\\\" Small Medium Or Large Crucifix - Necklace\", \"asin\": \"B07XVNNFNJ\", \"price\": \"$31.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07FP9BJWG\", \"price\": \"$36.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Vintage Ancient Greek Warrior Spartan Necklace for Men Boy Vintage Ancient Amulet Pendant Jewelry Gift\", \"asin\": \"B0BJ6FJP67\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\\u201d18\\\" 20\\\" 22\\\" 24\\\" 26\\\" 28\\\" 30\\\"-Send Gift Box\", \"asin\": \"B09DPQ1MBV\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Solid S925 Sterling Silver Cross Necklace for Men Women | 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace | Crucifix Cross Pendant Necklace Jewelry 16-24 Inches\", \"asin\": \"B08TBC78HG\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"4Pcs Cross Necklace for Men,Silver Black Layered Necklace for Men Stainless Steel Cross Chain Pendant Jewelry Box Gifts 18-24 Inches\", \"asin\": \"B0DRCMCXG8\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches\", \"asin\": \"B0CDS126KN\", \"price\": \"$12.71\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens S925 Sterling Silver Large Cross Christian Faith Pendant Necklace 24 Inches Silver Chain Jewelry\", \"asin\": \"B075882TJQ\", \"price\": \"$25.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Moissanite Cross Necklace for Men,S925 D Color Simulated Diamond Crucifix Pendant,Sterling Silver Iceout Diamond Pendant Jewelry for Hiphop Men Rapper\", \"asin\": \"B0DGLTNY3N\", \"price\": \"$93.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Box Chain Lobster Clasp 2/3/4/5mm Necklace for Women Mens Box Chain Silver/18K Gold Necklace Chain Diamond Cut 16-30 Inches\", \"asin\": \"B0BPH1H8R2\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Rope Chain Lobster Clasp 2.5mm Silver Chain for Men Women Silver Necklace Chain 16-30 Inches\", \"asin\": \"B09WHYFB7F\", \"price\": \"$25.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\\\"\", \"asin\": \"B07GZP99C6\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men - Stainless Steel Silver Gold Black Plain Cross Pendant Necklace Simple Jewelry Gifts, 16-24 Inches Chain\", \"asin\": \"B07VKRYLNQ\", \"price\": \"$13.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men and Women 24\\\" Stainless Steel 3.8MM Figaro Chain Necklace Crucifix Cross Pendant (Silver Color)\", \"asin\": \"B07GRDJDZS\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 2mm Franco Square Box Link Chain Necklace for Men Women Made in Italy\", \"asin\": \"B092C623KC\", \"price\": \"$35.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Cross Necklace for 14K Gold Filled Stainless Steel Small Cross Pendant with Cuban Chain Necklace Simple Faith Jewelry Christmas Gift for Men Women 16-24 Inches\", \"asin\": \"B0CQ8QKHRZ\", \"price\": \"$13.79\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces\", \"asin\": \"B0DK7DW7X9\", \"price\": \"$49.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 12mm (1/2 Inch) Diamond-Cut Cuban Link Curb Chain Necklace For Men Made in Italy\", \"asin\": \"B07R2C8Z3M\", \"price\": \"$139.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY42T6Y\", \"price\": \"$27.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"2/3 Pcs Cross Necklace for Men, Silver Black Gold Cross Chain Necklace, Stainless Steel Cross Pendant Jewelry Gifts for Men 16-30 Inches\", \"asin\": \"B0CM9QRZVC\", \"price\": \"$13.43\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"Cross Eternal Ring Pendant Necklace Stainless Steel Pendant Necklace for Men Women Best Friend Necklaces\", \"asin\": \"B0BS1NN1V3\", \"price\": \"$21.88\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tungsten Carbide Bar Pendant Necklace for Men Women Stainless Steel Snake Chain\", \"asin\": \"B0C59528ZG\", \"price\": \"$34.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B081YNG47J\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 18k Gold Over 925 Sterling Silver Chain Necklace for Men Women, 3.5mm, 5mm Diamond Cut Cuban Link Chain, Sturdy & Shiny & Not Easy to Fade & Comfortable 16 18 20 22 24 26 Inch\", \"asin\": \"B0CYLKB2SV\", \"price\": \"$25.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain\", \"asin\": \"B07QRP49J2\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 9mm Diamond-Cut Figaro Link Chain Necklace For Men, Made in Italy\", \"asin\": \"B0C3R4KM1Y\", \"price\": \"$99.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"KRKC&CO Moissanite Diamond Cross Pendant For Men, S925 Sterling Silver, D Color, 1.1Carat, with 2mm 20\\\" Rope Chain, Brilliant Excellent Cut Iced Out, 14K Gold, For Him\", \"asin\": \"B0BLRV47NK\", \"price\": \"$85.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 4mm Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07RLQDB81\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial Necklace 925 Sterling Silver Letter Pendant Personalized 26 Alphabet Necklace for Women Men A-Z\", \"asin\": \"B0797RFX8M\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:14:32.224Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T00:14:32.224Z
|
input
|
Pendant for men, silver, solid color
|
rule
|
2025-04-08T00:14:32.224Z
|
train
| 61 |
2025-04-08T00:14:32.224Z
|
input
|
Pendant for men, silver, solid color
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
<|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": "Pendant for men, silver, solid color"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "murtoo\nCompass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal", "asin": "B0D4QLQ7ZL", "price": "$20.99", "quantity": ""},
{"title": "Forge & Foundry\nMen's Minimalist Stainless Steel and Solid Onyx Inlay Pendant | 21 Inch Rolo Chain | Design-Led Artisan Jewelry, from London", "asin": "B0D1VRRBKL", "price": "$44.95", "quantity": ""},
{"title": "LeCalla\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women", "asin": "B08MF7WDRZ", "price": "$24.91", "quantity": ""},
{"title": "PROSTEEL\n925 Sterling Silver Russian Orthodox Cross Necklace For Men Women, 18inch-20inch Adjustable, Come with Box", "asin": "B08P7H7SGX", "price": "$27.99", "quantity": ""},
{"title": "U7\nStainless Steel Shark Necklaces,18K Gold Plated Dolphin/Swordfish/Shark Pendant Necklace,Punk Mens Jewelry", "asin": "B074SFY4KG", "price": "$13.91", "quantity": ""},
{"title": "Generic\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "quantity": ""},
{"title": "LeCalla\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women", "asin": "B08MF7WDRZ", "price": "$24.91", "quantity": ""},
{"title": "ZENLUNANO\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch", "asin": "B0D4792WHH", "price": "$14.27", "quantity": ""},
{"title": "ChainsPro\nMen Chunky Miami Cuban Chain Necklace, Custom Available, 4.8/6/10/14mm Width, 18/20/22/24/26/28/30inch Length, Gold Plated/Stainless Steel/Black, Send Gift Box", "asin": "B07JY9V7TG", "price": "$18.89", "quantity": ""},
{"title": "LeCalla\nSolid 925 Sterling Silver Italian 3 MM, 4 MM Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men with Lobster Clasp, Made in Italy (16, 18, 20, 22, 24 Inches)", "asin": "B08KHFWDRW", "price": "$36.89", "quantity": ""}
],
"ads": [
{
"title": "CaptainSteeL Cross Necklace for Men - Stainless Steel Silver/Gold Plain Cross Pendant Necklace Simple Jewelry Gifts, 24 Inches 3:1 Figaro Link Chain 4/5/6mm Width",
"asin": "B08DTRZQCW"
}
],
"search_results": [
{"title": "Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal", "asin": "B0D3X6PCR1", "price": "$20.99", "delivery": "FREE delivery Sun, Apr 13 for Prime members"},
{"title": "Men's Compass Pendant Necklace, Circle Vintage Coin Stainless Steel Compass Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts (Gifts Box)", "asin": "B0DHRF4F64", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Stainless Steel Eagle and Anchor Pendant Necklace, Nautical Symbolic Jewelry, Vintage Maritime", "asin": "B0DS1S5FNS", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Solid 925 Sterling Silver Plain Russian Orthodox Cross Pendant Necklace - Choice of Pendant Only or Chain Length", "asin": "B0BXM6PVD6", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Minimalist Stainless Steel and Solid Onyx Inlay Pendant | 21 Inch Rolo Chain | Design-Led Artisan Jewelry, from London", "asin": "B0D1VRRBKL", "price": "$44.95", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Cross Necklace for Men Silver Premium Alloy Solid Color Cross Pendant Necklace for Men Women Teens", "asin": "B0BPBM93FK", "price": "$4.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy", "asin": "B0BSXJY659", "price": "$36.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Solid 18K Gold Over 925 Sterling Silver Chain Necklace for Women, 1.35mm Rope Chain Italian Necklace Chain for Women Men Super Shiny & Durable Women's Chain Necklaces 18 20 22 24 Inch", "asin": "B07WNVP22M", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry", "asin": "B0CCHMKW6K", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Coin Necklace Men's Stainless Steel Necklace Pendant Retro Ecclesiastes Bible Verse Round Medal Necklace Jewelry Gift", "asin": "B0D99RW43F", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men 100% 925 Sterling Silver Necklace Vintage Design Dragon Pendant Silver Jewelry For Men Gift 18-28 Inch Box Chain- Italy", "asin": "B08PCQSMNN", "price": "$62.90", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts Jewelry Gifts for Friends (Gifts Box)", "asin": "B0DHRCD3JV", "price": "$16.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07MCLNZ19", "price": "$29.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch", "asin": "B07YWKXCYS", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel Mens Womens Cross Necklace Lord's Prayer Pendant, 4 Colors Available", "asin": "B079JFB6ZV", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Compass Necklace for Men Stainless Steel Compass Pendants Chain Necklace Punk Vintage Compass Necklace Navigator Forged for Male Jewelry Unique Birthday Jewelry", "asin": "B0DB2NZTFX", "price": "$6.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men", "asin": "B0DHG1WNNK", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women", "asin": "B07RMZC5JX", "price": "$62.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him", "asin": "B0BBZY6YPH", "price": "$29.99", "delivery": "FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon."},
{"title": "Solid 925 Sterling Silver Men's Cross With Jesus Pendant - 14k Gold Plated 1-3\" Small Medium Or Large Crucifix - Necklace", "asin": "B07XVNNFNJ", "price": "$31.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07FP9BJWG", "price": "$36.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Vintage Ancient Greek Warrior Spartan Necklace for Men Boy Vintage Ancient Amulet Pendant Jewelry Gift", "asin": "B0BJ6FJP67", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\u201d18\" 20\" 22\" 24\" 26\" 28\" 30\"-Send Gift Box", "asin": "B09DPQ1MBV", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Solid S925 Sterling Silver Cross Necklace for Men Women | 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace | Crucifix Cross Pendant Necklace Jewelry 16-24 Inches", "asin": "B08TBC78HG", "price": "$42.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "4Pcs Cross Necklace for Men,Silver Black Layered Necklace for Men Stainless Steel Cross Chain Pendant Jewelry Box Gifts 18-24 Inches", "asin": "B0DRCMCXG8", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B09TGK39LK", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches", "asin": "B0CDS126KN", "price": "$12.71", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens S925 Sterling Silver Large Cross Christian Faith Pendant Necklace 24 Inches Silver Chain Jewelry", "asin": "B075882TJQ", "price": "$25.49", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Moissanite Cross Necklace for Men,S925 D Color Simulated Diamond Crucifix Pendant,Sterling Silver Iceout Diamond Pendant Jewelry for Hiphop Men Rapper", "asin": "B0DGLTNY3N", "price": "$93.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Box Chain Lobster Clasp 2/3/4/5mm Necklace for Women Mens Box Chain Silver/18K Gold Necklace Chain Diamond Cut 16-30 Inches", "asin": "B0BPH1H8R2", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Rope Chain Lobster Clasp 2.5mm Silver Chain for Men Women Silver Necklace Chain 16-30 Inches", "asin": "B09WHYFB7F", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\"", "asin": "B07GZP99C6", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men - Stainless Steel Silver Gold Black Plain Cross Pendant Necklace Simple Jewelry Gifts, 16-24 Inches Chain", "asin": "B07VKRYLNQ", "price": "$13.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men and Women 24\" Stainless Steel 3.8MM Figaro Chain Necklace Crucifix Cross Pendant (Silver Color)", "asin": "B07GRDJDZS", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian Solid 925 Sterling Silver 2mm Franco Square Box Link Chain Necklace for Men Women Made in Italy", "asin": "B092C623KC", "price": "$35.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Cross Necklace for 14K Gold Filled Stainless Steel Small Cross Pendant with Cuban Chain Necklace Simple Faith Jewelry Christmas Gift for Men Women 16-24 Inches", "asin": "B0CQ8QKHRZ", "price": "$13.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces", "asin": "B0DK7DW7X9", "price": "$49.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian Solid 925 Sterling Silver 12mm (1/2 Inch) Diamond-Cut Cuban Link Curb Chain Necklace For Men Made in Italy", "asin": "B07R2C8Z3M", "price": "$139.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY42T6Y", "price": "$27.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "2/3 Pcs Cross Necklace for Men, Silver Black Gold Cross Chain Necklace, Stainless Steel Cross Pendant Jewelry Gifts for Men 16-30 Inches", "asin": "B0CM9QRZVC", "price": "$13.43", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"},
{"title": "Cross Eternal Ring Pendant Necklace Stainless Steel Pendant Necklace for Men Women Best Friend Necklaces", "asin": "B0BS1NN1V3", "price": "$21.88", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Tungsten Carbide Bar Pendant Necklace for Men Women Stainless Steel Snake Chain", "asin": "B0C59528ZG", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B081YNG47J", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian Solid 18k Gold Over 925 Sterling Silver Chain Necklace for Men Women, 3.5mm, 5mm Diamond Cut Cuban Link Chain, Sturdy & Shiny & Not Easy to Fade & Comfortable 16 18 20 22 24 26 Inch", "asin": "B0CYLKB2SV", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain", "asin": "B07QRP49J2", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Solid 925 Sterling Silver Italian 9mm Diamond-Cut Figaro Link Chain Necklace For Men, Made in Italy", "asin": "B0C3R4KM1Y", "price": "$99.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "KRKC&CO Moissanite Diamond Cross Pendant For Men, S925 Sterling Silver, D Color, 1.1Carat, with 2mm 20\" Rope Chain, Brilliant Excellent Cut Iced Out, 14K Gold, For Him", "asin": "B0BLRV47NK", "price": "$85.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian Solid 925 Sterling Silver 4mm Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men, Made in Italy", "asin": "B07RLQDB81", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial Necklace 925 Sterling Silver Letter Pendant Personalized 26 Alphabet Necklace for Women Men A-Z", "asin": "B0797RFX8M", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T00:14:32.224Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>Pendant for men, silver, solid color</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>Pendant for men, silver, solid color</answer_argument>",
"index": 61,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant for men, silver, solid color\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half 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\"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"murtoo\\nCompass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D4QLQ7ZL\", \"price\": \"$20.99\", \"quantity\": \"\"},\n {\"title\": \"Forge & Foundry\\nMen's Minimalist Stainless Steel and Solid Onyx Inlay Pendant | 21 Inch Rolo Chain | Design-Led Artisan Jewelry, from London\", \"asin\": \"B0D1VRRBKL\", \"price\": \"$44.95\", \"quantity\": \"\"},\n {\"title\": \"LeCalla\\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women\", \"asin\": \"B08MF7WDRZ\", \"price\": \"$24.91\", \"quantity\": \"\"},\n {\"title\": \"PROSTEEL\\n925 Sterling Silver Russian Orthodox Cross Necklace For Men Women, 18inch-20inch Adjustable, Come with Box\", \"asin\": \"B08P7H7SGX\", \"price\": \"$27.99\", \"quantity\": \"\"},\n {\"title\": \"U7\\nStainless Steel Shark Necklaces,18K Gold Plated Dolphin/Swordfish/Shark Pendant Necklace,Punk Mens Jewelry\", \"asin\": \"B074SFY4KG\", \"price\": \"$13.91\", \"quantity\": \"\"},\n {\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n {\"title\": \"LeCalla\\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women\", \"asin\": \"B08MF7WDRZ\", \"price\": \"$24.91\", \"quantity\": \"\"},\n {\"title\": \"ZENLUNANO\\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 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Artisan Jewelry, from London\", \"asin\": \"B0D1VRRBKL\", \"price\": \"$44.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Cross Necklace for Men Silver Premium Alloy Solid Color Cross Pendant Necklace for Men Women Teens\", \"asin\": \"B0BPBM93FK\", \"price\": \"$4.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B0BSXJY659\", \"price\": \"$36.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 18K Gold Over 925 Sterling Silver Chain Necklace for Women, 1.35mm Rope Chain Italian Necklace Chain for Women Men Super Shiny & Durable Women's Chain Necklaces 18 20 22 24 Inch\", \"asin\": \"B07WNVP22M\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry\", \"asin\": \"B0CCHMKW6K\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Coin Necklace Men's Stainless Steel Necklace Pendant Retro Ecclesiastes Bible Verse Round Medal Necklace Jewelry Gift\", \"asin\": \"B0D99RW43F\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men 100% 925 Sterling Silver Necklace Vintage Design Dragon Pendant Silver Jewelry For Men Gift 18-28 Inch Box Chain- Italy\", \"asin\": \"B08PCQSMNN\", \"price\": \"$62.90\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts Jewelry Gifts for Friends (Gifts Box)\", \"asin\": \"B0DHRCD3JV\", \"price\": \"$16.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MCLNZ19\", \"price\": \"$29.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWKXCYS\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Mens Womens Cross Necklace Lord's Prayer Pendant, 4 Colors Available\", \"asin\": \"B079JFB6ZV\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Stainless Steel Compass Pendants Chain Necklace Punk Vintage Compass Necklace Navigator Forged for Male Jewelry Unique Birthday Jewelry\", \"asin\": \"B0DB2NZTFX\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women\", \"asin\": \"B07RMZC5JX\", \"price\": \"$62.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him\", \"asin\": \"B0BBZY6YPH\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon.\"},\n {\"title\": \"Solid 925 Sterling Silver Men's Cross With Jesus Pendant - 14k Gold Plated 1-3\\\" Small Medium Or Large Crucifix - Necklace\", \"asin\": \"B07XVNNFNJ\", \"price\": \"$31.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07FP9BJWG\", \"price\": \"$36.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Vintage Ancient Greek Warrior Spartan Necklace for Men Boy Vintage Ancient Amulet Pendant Jewelry Gift\", \"asin\": \"B0BJ6FJP67\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\\u201d18\\\" 20\\\" 22\\\" 24\\\" 26\\\" 28\\\" 30\\\"-Send Gift Box\", \"asin\": \"B09DPQ1MBV\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Solid S925 Sterling Silver Cross Necklace for Men Women | 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace | Crucifix Cross Pendant Necklace Jewelry 16-24 Inches\", \"asin\": \"B08TBC78HG\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"4Pcs Cross Necklace for Men,Silver Black Layered Necklace for Men Stainless Steel Cross Chain Pendant Jewelry Box Gifts 18-24 Inches\", \"asin\": \"B0DRCMCXG8\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches\", \"asin\": \"B0CDS126KN\", \"price\": \"$12.71\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens S925 Sterling Silver Large Cross Christian Faith Pendant Necklace 24 Inches Silver Chain Jewelry\", \"asin\": \"B075882TJQ\", \"price\": \"$25.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Moissanite Cross Necklace for Men,S925 D Color Simulated Diamond Crucifix Pendant,Sterling Silver Iceout Diamond Pendant Jewelry for Hiphop Men Rapper\", \"asin\": \"B0DGLTNY3N\", \"price\": \"$93.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Box Chain Lobster Clasp 2/3/4/5mm Necklace for Women Mens Box Chain Silver/18K Gold Necklace Chain Diamond Cut 16-30 Inches\", \"asin\": \"B0BPH1H8R2\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Rope Chain Lobster Clasp 2.5mm Silver Chain for Men Women Silver Necklace Chain 16-30 Inches\", \"asin\": \"B09WHYFB7F\", \"price\": \"$25.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\\\"\", \"asin\": \"B07GZP99C6\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men - Stainless Steel Silver Gold Black Plain Cross Pendant Necklace Simple Jewelry Gifts, 16-24 Inches Chain\", \"asin\": \"B07VKRYLNQ\", \"price\": \"$13.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men and Women 24\\\" Stainless Steel 3.8MM Figaro Chain Necklace Crucifix Cross Pendant (Silver Color)\", \"asin\": \"B07GRDJDZS\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 2mm Franco Square Box Link Chain Necklace for Men Women Made in Italy\", \"asin\": \"B092C623KC\", \"price\": \"$35.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Cross Necklace for 14K Gold Filled Stainless Steel Small Cross Pendant with Cuban Chain Necklace Simple Faith Jewelry Christmas Gift for Men Women 16-24 Inches\", \"asin\": \"B0CQ8QKHRZ\", \"price\": \"$13.79\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces\", \"asin\": \"B0DK7DW7X9\", \"price\": \"$49.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 12mm (1/2 Inch) Diamond-Cut Cuban Link Curb Chain Necklace For Men Made in Italy\", \"asin\": \"B07R2C8Z3M\", \"price\": \"$139.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY42T6Y\", \"price\": \"$27.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"2/3 Pcs Cross Necklace for Men, Silver Black Gold Cross Chain Necklace, Stainless Steel Cross Pendant Jewelry Gifts for Men 16-30 Inches\", \"asin\": \"B0CM9QRZVC\", \"price\": \"$13.43\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"Cross Eternal Ring Pendant Necklace Stainless Steel Pendant Necklace for Men Women Best Friend Necklaces\", \"asin\": \"B0BS1NN1V3\", \"price\": \"$21.88\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tungsten Carbide Bar Pendant Necklace for Men Women Stainless Steel Snake Chain\", \"asin\": \"B0C59528ZG\", \"price\": \"$34.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B081YNG47J\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 18k Gold Over 925 Sterling Silver Chain Necklace for Men Women, 3.5mm, 5mm Diamond Cut Cuban Link Chain, Sturdy & Shiny & Not Easy to Fade & Comfortable 16 18 20 22 24 26 Inch\", \"asin\": \"B0CYLKB2SV\", \"price\": \"$25.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain\", \"asin\": \"B07QRP49J2\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 9mm Diamond-Cut Figaro Link Chain Necklace For Men, Made in Italy\", \"asin\": \"B0C3R4KM1Y\", \"price\": \"$99.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"KRKC&CO Moissanite Diamond Cross Pendant For Men, S925 Sterling Silver, D Color, 1.1Carat, with 2mm 20\\\" Rope Chain, Brilliant Excellent Cut Iced Out, 14K Gold, For Him\", \"asin\": \"B0BLRV47NK\", \"price\": \"$85.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 4mm Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07RLQDB81\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial Necklace 925 Sterling Silver Letter Pendant Personalized 26 Alphabet Necklace for Women Men A-Z\", \"asin\": \"B0797RFX8M\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:14:32.224Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant for men, silver, solid color\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"murtoo\\nCompass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D4QLQ7ZL\", \"price\": \"$20.99\", \"quantity\": \"\"},\n {\"title\": \"Forge & Foundry\\nMen's Minimalist Stainless Steel and Solid Onyx Inlay Pendant | 21 Inch Rolo Chain | Design-Led Artisan Jewelry, from London\", \"asin\": \"B0D1VRRBKL\", \"price\": \"$44.95\", \"quantity\": \"\"},\n {\"title\": \"LeCalla\\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women\", \"asin\": \"B08MF7WDRZ\", \"price\": \"$24.91\", \"quantity\": \"\"},\n {\"title\": \"PROSTEEL\\n925 Sterling Silver Russian Orthodox Cross Necklace For Men Women, 18inch-20inch Adjustable, Come with Box\", \"asin\": \"B08P7H7SGX\", \"price\": \"$27.99\", \"quantity\": \"\"},\n {\"title\": \"U7\\nStainless Steel Shark Necklaces,18K Gold Plated Dolphin/Swordfish/Shark Pendant Necklace,Punk Mens Jewelry\", \"asin\": \"B074SFY4KG\", \"price\": \"$13.91\", \"quantity\": \"\"},\n {\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n {\"title\": \"LeCalla\\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women\", \"asin\": \"B08MF7WDRZ\", \"price\": \"$24.91\", \"quantity\": \"\"},\n {\"title\": \"ZENLUNANO\\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch\", \"asin\": \"B0D4792WHH\", \"price\": \"$14.27\", \"quantity\": \"\"},\n {\"title\": \"ChainsPro\\nMen Chunky Miami Cuban Chain Necklace, Custom Available, 4.8/6/10/14mm Width, 18/20/22/24/26/28/30inch Length, Gold Plated/Stainless Steel/Black, Send Gift Box\", \"asin\": \"B07JY9V7TG\", \"price\": \"$18.89\", \"quantity\": \"\"},\n {\"title\": \"LeCalla\\nSolid 925 Sterling Silver Italian 3 MM, 4 MM Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men with Lobster Clasp, Made in Italy (16, 18, 20, 22, 24 Inches)\", \"asin\": \"B08KHFWDRW\", \"price\": \"$36.89\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"CaptainSteeL Cross Necklace for Men - Stainless Steel Silver/Gold Plain Cross Pendant Necklace Simple Jewelry Gifts, 24 Inches 3:1 Figaro Link Chain 4/5/6mm Width\",\n \"asin\": \"B08DTRZQCW\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D3X6PCR1\", \"price\": \"$20.99\", \"delivery\": \"FREE delivery Sun, Apr 13 for Prime members\"},\n {\"title\": \"Men's Compass Pendant Necklace, Circle Vintage Coin Stainless Steel Compass Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts (Gifts Box)\", \"asin\": \"B0DHRF4F64\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Stainless Steel Eagle and Anchor Pendant Necklace, Nautical Symbolic Jewelry, Vintage Maritime\", \"asin\": \"B0DS1S5FNS\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Plain Russian Orthodox Cross Pendant Necklace - Choice of Pendant Only or Chain Length\", \"asin\": \"B0BXM6PVD6\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Minimalist Stainless Steel and Solid Onyx Inlay Pendant | 21 Inch Rolo Chain | Design-Led Artisan Jewelry, from London\", \"asin\": \"B0D1VRRBKL\", \"price\": \"$44.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Cross Necklace for Men Silver Premium Alloy Solid Color Cross Pendant Necklace for Men Women Teens\", \"asin\": \"B0BPBM93FK\", \"price\": \"$4.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B0BSXJY659\", \"price\": \"$36.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 18K Gold Over 925 Sterling Silver Chain Necklace for Women, 1.35mm Rope Chain Italian Necklace Chain for Women Men Super Shiny & Durable Women's Chain Necklaces 18 20 22 24 Inch\", \"asin\": \"B07WNVP22M\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry\", \"asin\": \"B0CCHMKW6K\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Coin Necklace Men's Stainless Steel Necklace Pendant Retro Ecclesiastes Bible Verse Round Medal Necklace Jewelry Gift\", \"asin\": \"B0D99RW43F\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men 100% 925 Sterling Silver Necklace Vintage Design Dragon Pendant Silver Jewelry For Men Gift 18-28 Inch Box Chain- Italy\", \"asin\": \"B08PCQSMNN\", \"price\": \"$62.90\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts Jewelry Gifts for Friends (Gifts Box)\", \"asin\": \"B0DHRCD3JV\", \"price\": \"$16.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MCLNZ19\", \"price\": \"$29.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWKXCYS\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Mens Womens Cross Necklace Lord's Prayer Pendant, 4 Colors Available\", \"asin\": \"B079JFB6ZV\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Stainless Steel Compass Pendants Chain Necklace Punk Vintage Compass Necklace Navigator Forged for Male Jewelry Unique Birthday Jewelry\", \"asin\": \"B0DB2NZTFX\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women\", \"asin\": \"B07RMZC5JX\", \"price\": \"$62.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him\", \"asin\": \"B0BBZY6YPH\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon.\"},\n {\"title\": \"Solid 925 Sterling Silver Men's Cross With Jesus Pendant - 14k Gold Plated 1-3\\\" Small Medium Or Large Crucifix - Necklace\", \"asin\": \"B07XVNNFNJ\", \"price\": \"$31.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07FP9BJWG\", \"price\": \"$36.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Vintage Ancient Greek Warrior Spartan Necklace for Men Boy Vintage Ancient Amulet Pendant Jewelry Gift\", \"asin\": \"B0BJ6FJP67\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\\u201d18\\\" 20\\\" 22\\\" 24\\\" 26\\\" 28\\\" 30\\\"-Send Gift Box\", \"asin\": \"B09DPQ1MBV\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Solid S925 Sterling Silver Cross Necklace for Men Women | 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace | Crucifix Cross Pendant Necklace Jewelry 16-24 Inches\", \"asin\": \"B08TBC78HG\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"4Pcs Cross Necklace for Men,Silver Black Layered Necklace for Men Stainless Steel Cross Chain Pendant Jewelry Box Gifts 18-24 Inches\", \"asin\": \"B0DRCMCXG8\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches\", \"asin\": \"B0CDS126KN\", \"price\": \"$12.71\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens S925 Sterling Silver Large Cross Christian Faith Pendant Necklace 24 Inches Silver Chain Jewelry\", \"asin\": \"B075882TJQ\", \"price\": \"$25.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Moissanite Cross Necklace for Men,S925 D Color Simulated Diamond Crucifix Pendant,Sterling Silver Iceout Diamond Pendant Jewelry for Hiphop Men Rapper\", \"asin\": \"B0DGLTNY3N\", \"price\": \"$93.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Box Chain Lobster Clasp 2/3/4/5mm Necklace for Women Mens Box Chain Silver/18K Gold Necklace Chain Diamond Cut 16-30 Inches\", \"asin\": \"B0BPH1H8R2\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Rope Chain Lobster Clasp 2.5mm Silver Chain for Men Women Silver Necklace Chain 16-30 Inches\", \"asin\": \"B09WHYFB7F\", \"price\": \"$25.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\\\"\", \"asin\": \"B07GZP99C6\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men - Stainless Steel Silver Gold Black Plain Cross Pendant Necklace Simple Jewelry Gifts, 16-24 Inches Chain\", \"asin\": \"B07VKRYLNQ\", \"price\": \"$13.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men and Women 24\\\" Stainless Steel 3.8MM Figaro Chain Necklace Crucifix Cross Pendant (Silver Color)\", \"asin\": \"B07GRDJDZS\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 2mm Franco Square Box Link Chain Necklace for Men Women Made in Italy\", \"asin\": \"B092C623KC\", \"price\": \"$35.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Cross Necklace for 14K Gold Filled Stainless Steel Small Cross Pendant with Cuban Chain Necklace Simple Faith Jewelry Christmas Gift for Men Women 16-24 Inches\", \"asin\": \"B0CQ8QKHRZ\", \"price\": \"$13.79\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces\", \"asin\": \"B0DK7DW7X9\", \"price\": \"$49.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 12mm (1/2 Inch) Diamond-Cut Cuban Link Curb Chain Necklace For Men Made in Italy\", \"asin\": \"B07R2C8Z3M\", \"price\": \"$139.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY42T6Y\", \"price\": \"$27.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"2/3 Pcs Cross Necklace for Men, Silver Black Gold Cross Chain Necklace, Stainless Steel Cross Pendant Jewelry Gifts for Men 16-30 Inches\", \"asin\": \"B0CM9QRZVC\", \"price\": \"$13.43\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"Cross Eternal Ring Pendant Necklace Stainless Steel Pendant Necklace for Men Women Best Friend Necklaces\", \"asin\": \"B0BS1NN1V3\", \"price\": \"$21.88\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tungsten Carbide Bar Pendant Necklace for Men Women Stainless Steel Snake Chain\", \"asin\": \"B0C59528ZG\", \"price\": \"$34.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B081YNG47J\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 18k Gold Over 925 Sterling Silver Chain Necklace for Men Women, 3.5mm, 5mm Diamond Cut Cuban Link Chain, Sturdy & Shiny & Not Easy to Fade & Comfortable 16 18 20 22 24 26 Inch\", \"asin\": \"B0CYLKB2SV\", \"price\": \"$25.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain\", \"asin\": \"B07QRP49J2\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 9mm Diamond-Cut Figaro Link Chain Necklace For Men, Made in Italy\", \"asin\": \"B0C3R4KM1Y\", \"price\": \"$99.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"KRKC&CO Moissanite Diamond Cross Pendant For Men, S925 Sterling Silver, D Color, 1.1Carat, with 2mm 20\\\" Rope Chain, Brilliant Excellent Cut Iced Out, 14K Gold, For Him\", \"asin\": \"B0BLRV47NK\", \"price\": \"$85.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 4mm Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07RLQDB81\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial Necklace 925 Sterling Silver Letter Pendant Personalized 26 Alphabet Necklace for Women Men A-Z\", \"asin\": \"B0797RFX8M\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:14:36.790Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T00:14:36.790Z
|
input
|
Pendant for men, silver, plain
|
rule
|
2025-04-08T00:14:36.790Z
|
train
| 62 |
2025-04-08T00:14:36.790Z
|
input
|
Pendant for men, silver, plain
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
<|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": "Pendant for men, silver, solid color"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "murtoo\nCompass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal", "asin": "B0D4QLQ7ZL", "price": "$20.99", "quantity": ""},
{"title": "Forge & Foundry\nMen's Minimalist Stainless Steel and Solid Onyx Inlay Pendant | 21 Inch Rolo Chain | Design-Led Artisan Jewelry, from London", "asin": "B0D1VRRBKL", "price": "$44.95", "quantity": ""},
{"title": "LeCalla\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women", "asin": "B08MF7WDRZ", "price": "$24.91", "quantity": ""},
{"title": "PROSTEEL\n925 Sterling Silver Russian Orthodox Cross Necklace For Men Women, 18inch-20inch Adjustable, Come with Box", "asin": "B08P7H7SGX", "price": "$27.99", "quantity": ""},
{"title": "U7\nStainless Steel Shark Necklaces,18K Gold Plated Dolphin/Swordfish/Shark Pendant Necklace,Punk Mens Jewelry", "asin": "B074SFY4KG", "price": "$13.91", "quantity": ""},
{"title": "Generic\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "quantity": ""},
{"title": "LeCalla\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women", "asin": "B08MF7WDRZ", "price": "$24.91", "quantity": ""},
{"title": "ZENLUNANO\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch", "asin": "B0D4792WHH", "price": "$14.27", "quantity": ""},
{"title": "ChainsPro\nMen Chunky Miami Cuban Chain Necklace, Custom Available, 4.8/6/10/14mm Width, 18/20/22/24/26/28/30inch Length, Gold Plated/Stainless Steel/Black, Send Gift Box", "asin": "B07JY9V7TG", "price": "$18.89", "quantity": ""},
{"title": "LeCalla\nSolid 925 Sterling Silver Italian 3 MM, 4 MM Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men with Lobster Clasp, Made in Italy (16, 18, 20, 22, 24 Inches)", "asin": "B08KHFWDRW", "price": "$36.89", "quantity": ""}
],
"ads": [
{
"title": "CaptainSteeL Cross Necklace for Men - Stainless Steel Silver/Gold Plain Cross Pendant Necklace Simple Jewelry Gifts, 24 Inches 3:1 Figaro Link Chain 4/5/6mm Width",
"asin": "B08DTRZQCW"
}
],
"search_results": [
{"title": "Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal", "asin": "B0D3X6PCR1", "price": "$20.99", "delivery": "FREE delivery Sun, Apr 13 for Prime members"},
{"title": "Men's Compass Pendant Necklace, Circle Vintage Coin Stainless Steel Compass Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts (Gifts Box)", "asin": "B0DHRF4F64", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Stainless Steel Eagle and Anchor Pendant Necklace, Nautical Symbolic Jewelry, Vintage Maritime", "asin": "B0DS1S5FNS", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Solid 925 Sterling Silver Plain Russian Orthodox Cross Pendant Necklace - Choice of Pendant Only or Chain Length", "asin": "B0BXM6PVD6", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Minimalist Stainless Steel and Solid Onyx Inlay Pendant | 21 Inch Rolo Chain | Design-Led Artisan Jewelry, from London", "asin": "B0D1VRRBKL", "price": "$44.95", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Cross Necklace for Men Silver Premium Alloy Solid Color Cross Pendant Necklace for Men Women Teens", "asin": "B0BPBM93FK", "price": "$4.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy", "asin": "B0BSXJY659", "price": "$36.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Solid 18K Gold Over 925 Sterling Silver Chain Necklace for Women, 1.35mm Rope Chain Italian Necklace Chain for Women Men Super Shiny & Durable Women's Chain Necklaces 18 20 22 24 Inch", "asin": "B07WNVP22M", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry", "asin": "B0CCHMKW6K", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Coin Necklace Men's Stainless Steel Necklace Pendant Retro Ecclesiastes Bible Verse Round Medal Necklace Jewelry Gift", "asin": "B0D99RW43F", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men 100% 925 Sterling Silver Necklace Vintage Design Dragon Pendant Silver Jewelry For Men Gift 18-28 Inch Box Chain- Italy", "asin": "B08PCQSMNN", "price": "$62.90", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts Jewelry Gifts for Friends (Gifts Box)", "asin": "B0DHRCD3JV", "price": "$16.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07MCLNZ19", "price": "$29.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch", "asin": "B07YWKXCYS", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel Mens Womens Cross Necklace Lord's Prayer Pendant, 4 Colors Available", "asin": "B079JFB6ZV", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Compass Necklace for Men Stainless Steel Compass Pendants Chain Necklace Punk Vintage Compass Necklace Navigator Forged for Male Jewelry Unique Birthday Jewelry", "asin": "B0DB2NZTFX", "price": "$6.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men", "asin": "B0DHG1WNNK", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women", "asin": "B07RMZC5JX", "price": "$62.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him", "asin": "B0BBZY6YPH", "price": "$29.99", "delivery": "FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon."},
{"title": "Solid 925 Sterling Silver Men's Cross With Jesus Pendant - 14k Gold Plated 1-3\" Small Medium Or Large Crucifix - Necklace", "asin": "B07XVNNFNJ", "price": "$31.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07FP9BJWG", "price": "$36.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Vintage Ancient Greek Warrior Spartan Necklace for Men Boy Vintage Ancient Amulet Pendant Jewelry Gift", "asin": "B0BJ6FJP67", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\u201d18\" 20\" 22\" 24\" 26\" 28\" 30\"-Send Gift Box", "asin": "B09DPQ1MBV", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Solid S925 Sterling Silver Cross Necklace for Men Women | 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace | Crucifix Cross Pendant Necklace Jewelry 16-24 Inches", "asin": "B08TBC78HG", "price": "$42.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "4Pcs Cross Necklace for Men,Silver Black Layered Necklace for Men Stainless Steel Cross Chain Pendant Jewelry Box Gifts 18-24 Inches", "asin": "B0DRCMCXG8", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B09TGK39LK", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches", "asin": "B0CDS126KN", "price": "$12.71", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens S925 Sterling Silver Large Cross Christian Faith Pendant Necklace 24 Inches Silver Chain Jewelry", "asin": "B075882TJQ", "price": "$25.49", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Moissanite Cross Necklace for Men,S925 D Color Simulated Diamond Crucifix Pendant,Sterling Silver Iceout Diamond Pendant Jewelry for Hiphop Men Rapper", "asin": "B0DGLTNY3N", "price": "$93.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Box Chain Lobster Clasp 2/3/4/5mm Necklace for Women Mens Box Chain Silver/18K Gold Necklace Chain Diamond Cut 16-30 Inches", "asin": "B0BPH1H8R2", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Rope Chain Lobster Clasp 2.5mm Silver Chain for Men Women Silver Necklace Chain 16-30 Inches", "asin": "B09WHYFB7F", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\"", "asin": "B07GZP99C6", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men - Stainless Steel Silver Gold Black Plain Cross Pendant Necklace Simple Jewelry Gifts, 16-24 Inches Chain", "asin": "B07VKRYLNQ", "price": "$13.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men and Women 24\" Stainless Steel 3.8MM Figaro Chain Necklace Crucifix Cross Pendant (Silver Color)", "asin": "B07GRDJDZS", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian Solid 925 Sterling Silver 2mm Franco Square Box Link Chain Necklace for Men Women Made in Italy", "asin": "B092C623KC", "price": "$35.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Cross Necklace for 14K Gold Filled Stainless Steel Small Cross Pendant with Cuban Chain Necklace Simple Faith Jewelry Christmas Gift for Men Women 16-24 Inches", "asin": "B0CQ8QKHRZ", "price": "$13.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces", "asin": "B0DK7DW7X9", "price": "$49.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian Solid 925 Sterling Silver 12mm (1/2 Inch) Diamond-Cut Cuban Link Curb Chain Necklace For Men Made in Italy", "asin": "B07R2C8Z3M", "price": "$139.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY42T6Y", "price": "$27.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "2/3 Pcs Cross Necklace for Men, Silver Black Gold Cross Chain Necklace, Stainless Steel Cross Pendant Jewelry Gifts for Men 16-30 Inches", "asin": "B0CM9QRZVC", "price": "$13.43", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"},
{"title": "Cross Eternal Ring Pendant Necklace Stainless Steel Pendant Necklace for Men Women Best Friend Necklaces", "asin": "B0BS1NN1V3", "price": "$21.88", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Tungsten Carbide Bar Pendant Necklace for Men Women Stainless Steel Snake Chain", "asin": "B0C59528ZG", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B081YNG47J", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian Solid 18k Gold Over 925 Sterling Silver Chain Necklace for Men Women, 3.5mm, 5mm Diamond Cut Cuban Link Chain, Sturdy & Shiny & Not Easy to Fade & Comfortable 16 18 20 22 24 26 Inch", "asin": "B0CYLKB2SV", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain", "asin": "B07QRP49J2", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Solid 925 Sterling Silver Italian 9mm Diamond-Cut Figaro Link Chain Necklace For Men, Made in Italy", "asin": "B0C3R4KM1Y", "price": "$99.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "KRKC&CO Moissanite Diamond Cross Pendant For Men, S925 Sterling Silver, D Color, 1.1Carat, with 2mm 20\" Rope Chain, Brilliant Excellent Cut Iced Out, 14K Gold, For Him", "asin": "B0BLRV47NK", "price": "$85.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian Solid 925 Sterling Silver 4mm Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men, Made in Italy", "asin": "B07RLQDB81", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial Necklace 925 Sterling Silver Letter Pendant Personalized 26 Alphabet Necklace for Women Men A-Z", "asin": "B0797RFX8M", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T00:14:36.790Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>Pendant for men, silver, plain</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>Pendant for men, silver, plain</answer_argument>",
"index": 62,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant for men, silver, solid color\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", 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Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Moissanite Cross Necklace for Men,S925 D Color Simulated Diamond Crucifix Pendant,Sterling Silver Iceout Diamond Pendant Jewelry for Hiphop Men Rapper\", \"asin\": \"B0DGLTNY3N\", \"price\": \"$93.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Box Chain Lobster Clasp 2/3/4/5mm Necklace for Women Mens Box Chain Silver/18K Gold Necklace Chain Diamond Cut 16-30 Inches\", \"asin\": \"B0BPH1H8R2\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Rope Chain Lobster Clasp 2.5mm Silver Chain for Men Women Silver Necklace Chain 16-30 Inches\", \"asin\": \"B09WHYFB7F\", \"price\": \"$25.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\\\"\", \"asin\": \"B07GZP99C6\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men - Stainless Steel Silver Gold Black Plain Cross Pendant Necklace Simple Jewelry Gifts, 16-24 Inches Chain\", \"asin\": \"B07VKRYLNQ\", \"price\": \"$13.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men and Women 24\\\" Stainless Steel 3.8MM Figaro Chain Necklace Crucifix Cross Pendant (Silver Color)\", \"asin\": \"B07GRDJDZS\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 2mm Franco Square Box Link Chain Necklace for Men Women Made in Italy\", \"asin\": \"B092C623KC\", \"price\": \"$35.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Cross Necklace for 14K Gold Filled Stainless Steel Small Cross Pendant with Cuban Chain Necklace Simple Faith Jewelry Christmas Gift for Men Women 16-24 Inches\", \"asin\": \"B0CQ8QKHRZ\", \"price\": \"$13.79\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces\", \"asin\": \"B0DK7DW7X9\", \"price\": \"$49.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 12mm (1/2 Inch) Diamond-Cut Cuban Link Curb Chain Necklace For Men Made in Italy\", \"asin\": \"B07R2C8Z3M\", \"price\": \"$139.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY42T6Y\", \"price\": \"$27.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"2/3 Pcs Cross Necklace for Men, Silver Black Gold Cross Chain Necklace, Stainless Steel Cross Pendant Jewelry Gifts for Men 16-30 Inches\", \"asin\": \"B0CM9QRZVC\", \"price\": \"$13.43\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"Cross Eternal Ring Pendant Necklace Stainless Steel Pendant Necklace for Men Women Best Friend Necklaces\", \"asin\": \"B0BS1NN1V3\", \"price\": \"$21.88\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tungsten Carbide Bar Pendant Necklace for Men Women Stainless Steel Snake Chain\", \"asin\": \"B0C59528ZG\", \"price\": \"$34.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B081YNG47J\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 18k Gold Over 925 Sterling Silver Chain Necklace for Men Women, 3.5mm, 5mm Diamond Cut Cuban Link Chain, Sturdy & Shiny & Not Easy to Fade & Comfortable 16 18 20 22 24 26 Inch\", \"asin\": \"B0CYLKB2SV\", \"price\": \"$25.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain\", \"asin\": \"B07QRP49J2\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 9mm Diamond-Cut Figaro Link Chain Necklace For Men, Made in Italy\", \"asin\": \"B0C3R4KM1Y\", \"price\": \"$99.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"KRKC&CO Moissanite Diamond Cross Pendant For Men, S925 Sterling Silver, D Color, 1.1Carat, with 2mm 20\\\" Rope Chain, Brilliant Excellent Cut Iced Out, 14K Gold, For Him\", \"asin\": \"B0BLRV47NK\", \"price\": \"$85.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 4mm Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07RLQDB81\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial Necklace 925 Sterling Silver Letter Pendant Personalized 26 Alphabet Necklace for Women Men A-Z\", \"asin\": \"B0797RFX8M\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:14:36.790Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant for men, silver, plain\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Bling Jewelry\\nPersonalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable\", \"asin\": \"B0043JTA7S\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"murtoo\\nCompass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D4QLQ7ZL\", \"price\": \"$20.99\", \"quantity\": \"\"},\n {\"title\": \"SANNYRA\\nSilver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women\", \"asin\": \"B07QNPCT4J\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"HZMAN\\nMens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain\", \"asin\": \"B01LYMU8ON\", \"price\": \"$11.99\", \"quantity\": \"\"},\n {\"title\": \"Zysta\\nEngraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift\", \"asin\": \"B071W8S7C9\", \"price\": \"$12.99\", \"quantity\": \"\"},\n {\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n {\"title\": \"ZENLUNANO\\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch\", \"asin\": \"B0D4792WHH\", \"price\": \"$14.27\", \"quantity\": \"\"},\n {\"title\": \"P. BLAKE\\nStainless Steel Cross Pendant Necklace for Men Boys, Christian Cross Pendant with 16-24 Inches Chain Cross Necklace Jewelry Gifts\", \"asin\": \"B088BGFFDN\", \"price\": \"$12.74\", \"quantity\": \"\"},\n {\"title\": \"Monily\\n18k Real Gold Plated Rope Chain 1.5mm 2.5mm 5mm Stainless Steel Twist Chain Necklace for Men Women 16 Inches 36 Inches\", \"asin\": \"B076VZZJV9\", \"price\": \"$9.84\", \"quantity\": \"\"},\n {\"title\": \"Monily\\nFigaro Chain Necklace Stainless Steel Real Gold Plated Chains for Men Women Jewelry Gift for Men Women\", \"asin\": \"B0769XSVRW\", \"price\": \"$6.98\", \"quantity\": \"\"}\n ],\n \"search_results\": [\n {\"title\": \"Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D3X6PCR1\", \"price\": \"$20.99\", \"delivery\": \"FREE delivery Sun, Apr 13 for Prime members\"},\n {\"title\": \"Men's Compass Pendant Necklace, Circle Vintage Coin Stainless Steel Compass Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts (Gifts Box)\", \"asin\": \"B0DHRF4F64\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women\", \"asin\": \"B07QQXHW1F\", \"price\": \"$8.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Dog Tag Necklace for Men, Men's Stainless Steel Necklace 22\\\"/24\\\"\", \"asin\": \"B0DV5J976Q\", \"price\": \"$22.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Plain Russian Orthodox Cross Pendant Necklace - Choice of Pendant Only or Chain Length\", \"asin\": \"B0BXM6PVD6\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Sterling Silver 925 Pendant Minimalistic Religious Unisex Jewelry\", \"asin\": \"B093CCPNJH\", \"price\": \"$12.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Simple Unisex Mens Cross Pendant Jewelry\", \"asin\": \"B073H9KL3V\", \"price\": \"$33.21\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MG12H81\", \"price\": \"$22.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Fine Jewelry .925 Sterling Silver Mariner Crucifix Anchor Cross Pendant Charm\", \"asin\": \"B01CZ2J3DU\", \"price\": \"$39.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry\", \"asin\": \"B0CCHMKW6K\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Coin Necklace Men's Stainless Steel Necklace Pendant Retro Ecclesiastes Bible Verse Round Medal Necklace Jewelry Gift\", \"asin\": \"B0D99RW43F\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Compass Pendant with Adjustable 21\\\" Necklace Chain | Design-led, artisan jewelry from London\", \"asin\": \"B09FB3VX8C\", \"price\": \"$42.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWJWDSY\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver 1mm & 0.8 Italian Box Chain Necklace 16\\\" - 30\\\" with Silver Polishing Cloth/Dainty & Sturdy Necklace for Women Available in 15 Lengths\", \"asin\": \"B07GST374S\", \"price\": \"$14.03\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Anchor Necklace, Stainless Steel Rope Anchor Pendant, Curb Chain, Nautical Anchor Jewelry Gift for Men and Women\", \"asin\": \"B07VQRT7RB\", \"price\": \"$7.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Personalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable\", \"asin\": \"B0043JTA7S\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEO7Y2\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Round Aztec Mayan Calendar Charm Pendant - Choice of Pendant Size\", \"asin\": \"B00FENYPIG\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B09PBB4G6Q\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches\", \"asin\": \"B0CDS126KN\", \"price\": \"$12.71\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry\", \"asin\": \"B09DQ3HVK7\", \"price\": \"$17.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Om Ohm Pendant Sterling Silver 925 Chakra Namaste Healed Buddha Yoga Spiritual Jewelry\", \"asin\": \"B093DYDTHQ\", \"price\": \"$12.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces\", \"asin\": \"B0CN5W61PT\", \"price\": \"$56.98\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B0B2VTYGB5\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\\\" Cuban Chain Necklace CP 282\", \"asin\": \"B08L5JNPSF\", \"price\": \"$11.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sterling Silver Crucifix Pendant Necklace for Men Women, Jesus Cross Necklace for Boy Christmas Gift\", \"asin\": \"B0CQ4ZR5L8\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07FPD5D1Y\", \"price\": \"$28.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Real Silver Cross Necklace with 2.5mm Top Craftsmanship Rope Chain for Men Boys Women, Sturdy Shiny Non Tarnish 16-26 Inch\", \"asin\": \"B0DGTC9YPC\", \"price\": \"$27.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5MM Durable Stainless Steel Diamond Cut Cuban Link Curb Chain with Silver Cross Pendant, Mens Cross Crucifix Necklaces Jewelry 16-30 Inches\", \"asin\": \"B0DLVPKFK2\", \"price\": \"$27.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry\", \"asin\": \"B093CF36DJ\", \"price\": \"$14.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him\", \"asin\": \"B0BBZY6YPH\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon.\"},\n {\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords\", \"asin\": \"B071JL8M8T\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Engraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift\", \"asin\": \"B071W8S7C9\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women 5mm Big Beveled Edge Men's Stainless Steel Diamond Cut Curb Cuban Link Chain Crucifix Cross Pendant Jewelry 16-30 Inches\", \"asin\": \"B0B5Q3M9LT\", \"price\": \"$29.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY38WVH\", \"price\": \"$33.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Simple Pendant Necklace for Men\", \"asin\": \"B0BYXJ8QJ8\", \"price\": \"$33.21\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women\", \"asin\": \"B07RMZFXWH\", \"price\": \"$69.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Pendant for Men Women, Natural Cabochon Square Gemstone Unique Handcrafted Jewelry for Her Him (, amethyst) ('Garnet)\", \"asin\": \"B0CM25313L\", \"price\": \"$33.99\", \"delivery\": \"FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 2 left in stock - order soon.\"},\n {\"title\": \"2MM Stainless Steel Necklace - Thin Cable Chain for Women & Men, Silver Chains for Pendant Addition or Alone - 16-30 Inch Available\", \"asin\": \"B082S7798X\", \"price\": \"$4.69\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch\", \"asin\": \"B0DGTC6DJ9\", \"price\": \"$23.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"22 mm Round Engravable .925 Sterling Silver Pendant Necklace | Customizable Silver Necklace for Women and Men | Sterling Silver Personalized Jewelry\", \"asin\": \"B0777LRN9F\", \"price\": \"$29.79\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Sterling Silver Men's Pendant Necklace | Real Man Necklace Jewelry | Silver Pendant Necklaces Gift for Father's Day, Men's Birthdays, Thanksgiving, Christmas\", \"asin\": \"B0DBVGNXGG\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant\", \"asin\": \"B0CVXG8YXG\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:15:46.772Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T00:15:46.772Z
|
click_product
|
B0043JTA7S
|
rule
|
2025-04-08T00:15:46.772Z
|
train
| 63 |
2025-04-08T00:15:46.772Z
|
click_product
|
B0043JTA7S
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
<|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": "Pendant for men, silver, plain"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "Bling Jewelry\nPersonalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable", "asin": "B0043JTA7S", "price": "$17.99", "quantity": ""},
{"title": "murtoo\nCompass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal", "asin": "B0D4QLQ7ZL", "price": "$20.99", "quantity": ""},
{"title": "SANNYRA\nSilver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women", "asin": "B07QNPCT4J", "price": "$12.18", "quantity": ""},
{"title": "HZMAN\nMens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain", "asin": "B01LYMU8ON", "price": "$11.99", "quantity": ""},
{"title": "Zysta\nEngraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift", "asin": "B071W8S7C9", "price": "$12.99", "quantity": ""},
{"title": "Generic\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "quantity": ""},
{"title": "ZENLUNANO\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch", "asin": "B0D4792WHH", "price": "$14.27", "quantity": ""},
{"title": "P. BLAKE\nStainless Steel Cross Pendant Necklace for Men Boys, Christian Cross Pendant with 16-24 Inches Chain Cross Necklace Jewelry Gifts", "asin": "B088BGFFDN", "price": "$12.74", "quantity": ""},
{"title": "Monily\n18k Real Gold Plated Rope Chain 1.5mm 2.5mm 5mm Stainless Steel Twist Chain Necklace for Men Women 16 Inches 36 Inches", "asin": "B076VZZJV9", "price": "$9.84", "quantity": ""},
{"title": "Monily\nFigaro Chain Necklace Stainless Steel Real Gold Plated Chains for Men Women Jewelry Gift for Men Women", "asin": "B0769XSVRW", "price": "$6.98", "quantity": ""}
],
"search_results": [
{"title": "Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal", "asin": "B0D3X6PCR1", "price": "$20.99", "delivery": "FREE delivery Sun, Apr 13 for Prime members"},
{"title": "Men's Compass Pendant Necklace, Circle Vintage Coin Stainless Steel Compass Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts (Gifts Box)", "asin": "B0DHRF4F64", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women", "asin": "B07QQXHW1F", "price": "$8.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Dog Tag Necklace for Men, Men's Stainless Steel Necklace 22\"/24\"", "asin": "B0DV5J976Q", "price": "$22.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Solid 925 Sterling Silver Plain Russian Orthodox Cross Pendant Necklace - Choice of Pendant Only or Chain Length", "asin": "B0BXM6PVD6", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Sterling Silver 925 Pendant Minimalistic Religious Unisex Jewelry", "asin": "B093CCPNJH", "price": "$12.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Simple Unisex Mens Cross Pendant Jewelry", "asin": "B073H9KL3V", "price": "$33.21", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07MG12H81", "price": "$22.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Fine Jewelry .925 Sterling Silver Mariner Crucifix Anchor Cross Pendant Charm", "asin": "B01CZ2J3DU", "price": "$39.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry", "asin": "B0CCHMKW6K", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Coin Necklace Men's Stainless Steel Necklace Pendant Retro Ecclesiastes Bible Verse Round Medal Necklace Jewelry Gift", "asin": "B0D99RW43F", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Compass Pendant with Adjustable 21\" Necklace Chain | Design-led, artisan jewelry from London", "asin": "B09FB3VX8C", "price": "$42.95", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men", "asin": "B0DHG1WNNK", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch", "asin": "B07YWJWDSY", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"},
{"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver 1mm & 0.8 Italian Box Chain Necklace 16\" - 30\" with Silver Polishing Cloth/Dainty & Sturdy Necklace for Women Available in 15 Lengths", "asin": "B07GST374S", "price": "$14.03", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Anchor Necklace, Stainless Steel Rope Anchor Pendant, Curb Chain, Nautical Anchor Jewelry Gift for Men and Women", "asin": "B07VQRT7RB", "price": "$7.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Personalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable", "asin": "B0043JTA7S", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEO7Y2", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Round Aztec Mayan Calendar Charm Pendant - Choice of Pendant Size", "asin": "B00FENYPIG", "price": "$59.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B09PBB4G6Q", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B09TGK39LK", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches", "asin": "B0CDS126KN", "price": "$12.71", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry", "asin": "B09DQ3HVK7", "price": "$17.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Om Ohm Pendant Sterling Silver 925 Chakra Namaste Healed Buddha Yoga Spiritual Jewelry", "asin": "B093DYDTHQ", "price": "$12.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces", "asin": "B0CN5W61PT", "price": "$56.98", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B0B2VTYGB5", "price": "$33.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\" Cuban Chain Necklace CP 282", "asin": "B08L5JNPSF", "price": "$11.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Sterling Silver Crucifix Pendant Necklace for Men Women, Jesus Cross Necklace for Boy Christmas Gift", "asin": "B0CQ4ZR5L8", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07FPD5D1Y", "price": "$28.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Real Silver Cross Necklace with 2.5mm Top Craftsmanship Rope Chain for Men Boys Women, Sturdy Shiny Non Tarnish 16-26 Inch", "asin": "B0DGTC9YPC", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Cross Necklace for Men Women, 5MM Durable Stainless Steel Diamond Cut Cuban Link Curb Chain with Silver Cross Pendant, Mens Cross Crucifix Necklaces Jewelry 16-30 Inches", "asin": "B0DLVPKFK2", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry", "asin": "B093CF36DJ", "price": "$14.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him", "asin": "B0BBZY6YPH", "price": "$29.99", "delivery": "FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon."},
{"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords", "asin": "B071JL8M8T", "price": "$26.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Engraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift", "asin": "B071W8S7C9", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Cross Necklace for Men Women 5mm Big Beveled Edge Men's Stainless Steel Diamond Cut Curb Cuban Link Chain Crucifix Cross Pendant Jewelry 16-30 Inches", "asin": "B0B5Q3M9LT", "price": "$29.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY38WVH", "price": "$33.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Cross Simple Pendant Necklace for Men", "asin": "B0BYXJ8QJ8", "price": "$33.21", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women", "asin": "B07RMZFXWH", "price": "$69.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Solid 925 Sterling Silver Pendant for Men Women, Natural Cabochon Square Gemstone Unique Handcrafted Jewelry for Her Him (, amethyst) ('Garnet)", "asin": "B0CM25313L", "price": "$33.99", "delivery": "FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 2 left in stock - order soon."},
{"title": "2MM Stainless Steel Necklace - Thin Cable Chain for Women & Men, Silver Chains for Pendant Addition or Alone - 16-30 Inch Available", "asin": "B082S7798X", "price": "$4.69", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch", "asin": "B0DGTC6DJ9", "price": "$23.09", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "22 mm Round Engravable .925 Sterling Silver Pendant Necklace | Customizable Silver Necklace for Women and Men | Sterling Silver Personalized Jewelry", "asin": "B0777LRN9F", "price": "$29.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Sterling Silver Men's Pendant Necklace | Real Man Necklace Jewelry | Silver Pendant Necklaces Gift for Father's Day, Men's Birthdays, Thanksgiving, Christmas", "asin": "B0DBVGNXGG", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant", "asin": "B0CVXG8YXG", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T00:15:46.772Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click_product</answer_action><answer_argument>B0043JTA7S</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B0043JTA7S</answer_argument>",
"index": 63,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant for men, silver, plain\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Bling Jewelry\\nPersonalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable\", \"asin\": \"B0043JTA7S\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"murtoo\\nCompass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D4QLQ7ZL\", \"price\": \"$20.99\", \"quantity\": \"\"},\n {\"title\": \"SANNYRA\\nSilver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women\", \"asin\": \"B07QNPCT4J\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"HZMAN\\nMens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain\", \"asin\": \"B01LYMU8ON\", \"price\": \"$11.99\", \"quantity\": \"\"},\n {\"title\": \"Zysta\\nEngraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift\", \"asin\": \"B071W8S7C9\", \"price\": \"$12.99\", \"quantity\": \"\"},\n {\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n {\"title\": \"ZENLUNANO\\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch\", \"asin\": \"B0D4792WHH\", \"price\": \"$14.27\", \"quantity\": \"\"},\n {\"title\": \"P. BLAKE\\nStainless Steel Cross Pendant Necklace for Men Boys, Christian Cross Pendant with 16-24 Inches Chain Cross Necklace Jewelry Gifts\", \"asin\": \"B088BGFFDN\", \"price\": \"$12.74\", \"quantity\": \"\"},\n {\"title\": \"Monily\\n18k Real Gold Plated Rope Chain 1.5mm 2.5mm 5mm Stainless Steel Twist Chain Necklace for Men Women 16 Inches 36 Inches\", \"asin\": \"B076VZZJV9\", \"price\": \"$9.84\", \"quantity\": \"\"},\n {\"title\": \"Monily\\nFigaro Chain Necklace Stainless Steel Real Gold Plated Chains for Men Women Jewelry Gift for Men Women\", \"asin\": \"B0769XSVRW\", \"price\": \"$6.98\", \"quantity\": \"\"}\n ],\n \"search_results\": [\n {\"title\": \"Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D3X6PCR1\", \"price\": \"$20.99\", \"delivery\": \"FREE delivery Sun, Apr 13 for Prime members\"},\n {\"title\": \"Men's Compass Pendant Necklace, Circle Vintage Coin Stainless Steel Compass Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts (Gifts Box)\", \"asin\": \"B0DHRF4F64\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women\", \"asin\": \"B07QQXHW1F\", \"price\": \"$8.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Dog Tag Necklace for Men, Men's Stainless Steel Necklace 22\\\"/24\\\"\", \"asin\": \"B0DV5J976Q\", \"price\": \"$22.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Plain Russian Orthodox Cross Pendant Necklace - Choice of Pendant Only or Chain Length\", \"asin\": \"B0BXM6PVD6\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Sterling Silver 925 Pendant Minimalistic Religious Unisex Jewelry\", \"asin\": \"B093CCPNJH\", \"price\": \"$12.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Simple Unisex Mens Cross Pendant Jewelry\", \"asin\": \"B073H9KL3V\", \"price\": \"$33.21\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MG12H81\", \"price\": \"$22.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Fine Jewelry .925 Sterling Silver Mariner Crucifix Anchor Cross Pendant Charm\", \"asin\": \"B01CZ2J3DU\", \"price\": \"$39.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry\", \"asin\": \"B0CCHMKW6K\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Coin Necklace Men's Stainless Steel Necklace Pendant Retro Ecclesiastes Bible Verse Round Medal Necklace Jewelry Gift\", \"asin\": \"B0D99RW43F\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Compass Pendant with Adjustable 21\\\" Necklace Chain | Design-led, artisan jewelry from London\", \"asin\": \"B09FB3VX8C\", \"price\": \"$42.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWJWDSY\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver 1mm & 0.8 Italian Box Chain Necklace 16\\\" - 30\\\" with Silver Polishing Cloth/Dainty & Sturdy Necklace for Women Available in 15 Lengths\", \"asin\": \"B07GST374S\", \"price\": \"$14.03\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Anchor Necklace, Stainless Steel Rope Anchor Pendant, Curb Chain, Nautical Anchor Jewelry Gift for Men and Women\", \"asin\": \"B07VQRT7RB\", \"price\": \"$7.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Personalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable\", \"asin\": \"B0043JTA7S\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEO7Y2\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Round Aztec Mayan Calendar Charm Pendant - Choice of Pendant Size\", \"asin\": \"B00FENYPIG\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B09PBB4G6Q\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches\", \"asin\": \"B0CDS126KN\", \"price\": \"$12.71\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry\", \"asin\": \"B09DQ3HVK7\", \"price\": \"$17.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Om Ohm Pendant Sterling Silver 925 Chakra Namaste Healed Buddha Yoga Spiritual Jewelry\", \"asin\": \"B093DYDTHQ\", \"price\": \"$12.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces\", \"asin\": \"B0CN5W61PT\", \"price\": \"$56.98\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B0B2VTYGB5\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\\\" Cuban Chain Necklace CP 282\", \"asin\": \"B08L5JNPSF\", \"price\": \"$11.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sterling Silver Crucifix Pendant Necklace for Men Women, Jesus Cross Necklace for Boy Christmas Gift\", \"asin\": \"B0CQ4ZR5L8\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07FPD5D1Y\", \"price\": \"$28.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Real Silver Cross Necklace with 2.5mm Top Craftsmanship Rope Chain for Men Boys Women, Sturdy Shiny Non Tarnish 16-26 Inch\", \"asin\": \"B0DGTC9YPC\", \"price\": \"$27.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5MM Durable Stainless Steel Diamond Cut Cuban Link Curb Chain with Silver Cross Pendant, Mens Cross Crucifix Necklaces Jewelry 16-30 Inches\", \"asin\": \"B0DLVPKFK2\", \"price\": \"$27.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry\", \"asin\": \"B093CF36DJ\", \"price\": \"$14.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him\", \"asin\": \"B0BBZY6YPH\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon.\"},\n {\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords\", \"asin\": \"B071JL8M8T\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Engraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift\", \"asin\": \"B071W8S7C9\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women 5mm Big Beveled Edge Men's Stainless Steel Diamond Cut Curb Cuban Link Chain Crucifix Cross Pendant Jewelry 16-30 Inches\", \"asin\": \"B0B5Q3M9LT\", \"price\": \"$29.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY38WVH\", \"price\": \"$33.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Simple Pendant Necklace for Men\", \"asin\": \"B0BYXJ8QJ8\", \"price\": \"$33.21\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women\", \"asin\": \"B07RMZFXWH\", \"price\": \"$69.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Pendant for Men Women, Natural Cabochon Square Gemstone Unique Handcrafted Jewelry for Her Him (, amethyst) ('Garnet)\", \"asin\": \"B0CM25313L\", \"price\": \"$33.99\", \"delivery\": \"FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 2 left in stock - order soon.\"},\n {\"title\": \"2MM Stainless Steel Necklace - Thin Cable Chain for Women & Men, Silver Chains for Pendant Addition or Alone - 16-30 Inch Available\", \"asin\": \"B082S7798X\", \"price\": \"$4.69\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch\", \"asin\": \"B0DGTC6DJ9\", \"price\": \"$23.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"22 mm Round Engravable .925 Sterling Silver Pendant Necklace | Customizable Silver Necklace for Women and Men | Sterling Silver Personalized Jewelry\", \"asin\": \"B0777LRN9F\", \"price\": \"$29.79\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Sterling Silver Men's Pendant Necklace | Real Man Necklace Jewelry | Silver Pendant Necklaces Gift for Father's Day, Men's Birthdays, Thanksgiving, Christmas\", \"asin\": \"B0DBVGNXGG\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant\", \"asin\": \"B0CVXG8YXG\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:15:46.772Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant for men, silver, plain\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Bling Jewelry\\nPersonalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable\", \"asin\": \"B0043JTA7S\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"murtoo\\nCompass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D4QLQ7ZL\", \"price\": \"$20.99\", \"quantity\": \"\"},\n {\"title\": \"SANNYRA\\nSilver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women\", \"asin\": \"B07QNPCT4J\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"HZMAN\\nMens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain\", \"asin\": \"B01LYMU8ON\", \"price\": \"$11.99\", \"quantity\": \"\"},\n {\"title\": \"Zysta\\nEngraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift\", \"asin\": \"B071W8S7C9\", \"price\": \"$12.99\", \"quantity\": \"\"},\n {\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n {\"title\": \"ZENLUNANO\\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch\", \"asin\": \"B0D4792WHH\", \"price\": \"$14.27\", \"quantity\": \"\"},\n {\"title\": \"P. BLAKE\\nStainless Steel Cross Pendant Necklace for Men Boys, Christian Cross Pendant with 16-24 Inches Chain Cross Necklace Jewelry Gifts\", \"asin\": \"B088BGFFDN\", \"price\": \"$12.74\", \"quantity\": \"\"},\n {\"title\": \"Monily\\n18k Real Gold Plated Rope Chain 1.5mm 2.5mm 5mm Stainless Steel Twist Chain Necklace for Men Women 16 Inches 36 Inches\", \"asin\": \"B076VZZJV9\", \"price\": \"$9.84\", \"quantity\": \"\"},\n {\"title\": \"Monily\\nFigaro Chain Necklace Stainless Steel Real Gold Plated Chains for Men Women Jewelry Gift for Men Women\", \"asin\": \"B0769XSVRW\", \"price\": \"$6.98\", \"quantity\": \"\"}\n ],\n \"search_results\": [\n {\"title\": \"Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D3X6PCR1\", \"price\": \"$20.99\", \"delivery\": \"FREE delivery Sun, Apr 13 for Prime members\"},\n {\"title\": \"Men's Compass Pendant Necklace, Circle Vintage Coin Stainless Steel Compass Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts (Gifts Box)\", \"asin\": \"B0DHRF4F64\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women\", \"asin\": \"B07QQXHW1F\", \"price\": \"$8.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Dog Tag Necklace for Men, Men's Stainless Steel Necklace 22\\\"/24\\\"\", \"asin\": \"B0DV5J976Q\", \"price\": \"$22.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Plain Russian Orthodox Cross Pendant Necklace - Choice of Pendant Only or Chain Length\", \"asin\": \"B0BXM6PVD6\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Sterling Silver 925 Pendant Minimalistic Religious Unisex Jewelry\", \"asin\": \"B093CCPNJH\", \"price\": \"$12.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Simple Unisex Mens Cross Pendant Jewelry\", \"asin\": \"B073H9KL3V\", \"price\": \"$33.21\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MG12H81\", \"price\": \"$22.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Fine Jewelry .925 Sterling Silver Mariner Crucifix Anchor Cross Pendant Charm\", \"asin\": \"B01CZ2J3DU\", \"price\": \"$39.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry\", \"asin\": \"B0CCHMKW6K\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Coin Necklace Men's Stainless Steel Necklace Pendant Retro Ecclesiastes Bible Verse Round Medal Necklace Jewelry Gift\", \"asin\": \"B0D99RW43F\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Compass Pendant with Adjustable 21\\\" Necklace Chain | Design-led, artisan jewelry from London\", \"asin\": \"B09FB3VX8C\", \"price\": \"$42.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWJWDSY\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver 1mm & 0.8 Italian Box Chain Necklace 16\\\" - 30\\\" with Silver Polishing Cloth/Dainty & Sturdy Necklace for Women Available in 15 Lengths\", \"asin\": \"B07GST374S\", \"price\": \"$14.03\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Anchor Necklace, Stainless Steel Rope Anchor Pendant, Curb Chain, Nautical Anchor Jewelry Gift for Men and Women\", \"asin\": \"B07VQRT7RB\", \"price\": \"$7.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Personalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable\", \"asin\": \"B0043JTA7S\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEO7Y2\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Round Aztec Mayan Calendar Charm Pendant - Choice of Pendant Size\", \"asin\": \"B00FENYPIG\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B09PBB4G6Q\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches\", \"asin\": \"B0CDS126KN\", \"price\": \"$12.71\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry\", \"asin\": \"B09DQ3HVK7\", \"price\": \"$17.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Om Ohm Pendant Sterling Silver 925 Chakra Namaste Healed Buddha Yoga Spiritual Jewelry\", \"asin\": \"B093DYDTHQ\", \"price\": \"$12.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces\", \"asin\": \"B0CN5W61PT\", \"price\": \"$56.98\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B0B2VTYGB5\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\\\" Cuban Chain Necklace CP 282\", \"asin\": \"B08L5JNPSF\", \"price\": \"$11.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sterling Silver Crucifix Pendant Necklace for Men Women, Jesus Cross Necklace for Boy Christmas Gift\", \"asin\": \"B0CQ4ZR5L8\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07FPD5D1Y\", \"price\": \"$28.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Real Silver Cross Necklace with 2.5mm Top Craftsmanship Rope Chain for Men Boys Women, Sturdy Shiny Non Tarnish 16-26 Inch\", \"asin\": \"B0DGTC9YPC\", \"price\": \"$27.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5MM Durable Stainless Steel Diamond Cut Cuban Link Curb Chain with Silver Cross Pendant, Mens Cross Crucifix Necklaces Jewelry 16-30 Inches\", \"asin\": \"B0DLVPKFK2\", \"price\": \"$27.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry\", \"asin\": \"B093CF36DJ\", \"price\": \"$14.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him\", \"asin\": \"B0BBZY6YPH\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon.\"},\n {\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords\", \"asin\": \"B071JL8M8T\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Engraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift\", \"asin\": \"B071W8S7C9\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women 5mm Big Beveled Edge Men's Stainless Steel Diamond Cut Curb Cuban Link Chain Crucifix Cross Pendant Jewelry 16-30 Inches\", \"asin\": \"B0B5Q3M9LT\", \"price\": \"$29.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY38WVH\", \"price\": \"$33.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Simple Pendant Necklace for Men\", \"asin\": \"B0BYXJ8QJ8\", \"price\": \"$33.21\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women\", \"asin\": \"B07RMZFXWH\", \"price\": \"$69.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Pendant for Men Women, Natural Cabochon Square Gemstone Unique Handcrafted Jewelry for Her Him (, amethyst) ('Garnet)\", \"asin\": \"B0CM25313L\", \"price\": \"$33.99\", \"delivery\": \"FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 2 left in stock - order soon.\"},\n {\"title\": \"2MM Stainless Steel Necklace - Thin Cable Chain for Women & Men, Silver Chains for Pendant Addition or Alone - 16-30 Inch Available\", \"asin\": \"B082S7798X\", \"price\": \"$4.69\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch\", \"asin\": \"B0DGTC6DJ9\", \"price\": \"$23.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"22 mm Round Engravable .925 Sterling Silver Pendant Necklace | Customizable Silver Necklace for Women and Men | Sterling Silver Personalized Jewelry\", \"asin\": \"B0777LRN9F\", \"price\": \"$29.79\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Sterling Silver Men's Pendant Necklace | Real Man Necklace Jewelry | Silver Pendant Necklaces Gift for Father's Day, Men's Birthdays, Thanksgiving, Christmas\", \"asin\": \"B0DBVGNXGG\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant\", \"asin\": \"B0CVXG8YXG\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:16:08.041Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T00:16:08.041Z
|
click_product
|
B0777LRN9F
|
rule
|
2025-04-08T00:16:08.041Z
|
train
| 64 |
2025-04-08T00:16:08.041Z
|
click_product
|
B0777LRN9F
|
<|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 (Note that the thinking process should be within 300 words), 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",
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<|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.
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{"title": "Bling Jewelry\nPersonalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable", "asin": "B0043JTA7S", "price": "$17.99", "quantity": ""},
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{"title": "SANNYRA\nSilver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women", "asin": "B07QNPCT4J", "price": "$12.18", "quantity": ""},
{"title": "HZMAN\nMens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain", "asin": "B01LYMU8ON", "price": "$11.99", "quantity": ""},
{"title": "Zysta\nEngraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift", "asin": "B071W8S7C9", "price": "$12.99", "quantity": ""},
{"title": "Generic\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "quantity": ""},
{"title": "ZENLUNANO\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch", "asin": "B0D4792WHH", "price": "$14.27", "quantity": ""},
{"title": "P. BLAKE\nStainless Steel Cross Pendant Necklace for Men Boys, Christian Cross Pendant with 16-24 Inches Chain Cross Necklace Jewelry Gifts", "asin": "B088BGFFDN", "price": "$12.74", "quantity": ""},
{"title": "Monily\n18k Real Gold Plated Rope Chain 1.5mm 2.5mm 5mm Stainless Steel Twist Chain Necklace for Men Women 16 Inches 36 Inches", "asin": "B076VZZJV9", "price": "$9.84", "quantity": ""},
{"title": "Monily\nFigaro Chain Necklace Stainless Steel Real Gold Plated Chains for Men Women Jewelry Gift for Men Women", "asin": "B0769XSVRW", "price": "$6.98", "quantity": ""}
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{"title": "Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal", "asin": "B0D3X6PCR1", "price": "$20.99", "delivery": "FREE delivery Sun, Apr 13 for Prime members"},
{"title": "Men's Compass Pendant Necklace, Circle Vintage Coin Stainless Steel Compass Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts (Gifts Box)", "asin": "B0DHRF4F64", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women", "asin": "B07QQXHW1F", "price": "$8.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Dog Tag Necklace for Men, Men's Stainless Steel Necklace 22\"/24\"", "asin": "B0DV5J976Q", "price": "$22.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Solid 925 Sterling Silver Plain Russian Orthodox Cross Pendant Necklace - Choice of Pendant Only or Chain Length", "asin": "B0BXM6PVD6", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Sterling Silver 925 Pendant Minimalistic Religious Unisex Jewelry", "asin": "B093CCPNJH", "price": "$12.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Simple Unisex Mens Cross Pendant Jewelry", "asin": "B073H9KL3V", "price": "$33.21", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07MG12H81", "price": "$22.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Fine Jewelry .925 Sterling Silver Mariner Crucifix Anchor Cross Pendant Charm", "asin": "B01CZ2J3DU", "price": "$39.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry", "asin": "B0CCHMKW6K", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Coin Necklace Men's Stainless Steel Necklace Pendant Retro Ecclesiastes Bible Verse Round Medal Necklace Jewelry Gift", "asin": "B0D99RW43F", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Compass Pendant with Adjustable 21\" Necklace Chain | Design-led, artisan jewelry from London", "asin": "B09FB3VX8C", "price": "$42.95", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men", "asin": "B0DHG1WNNK", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch", "asin": "B07YWJWDSY", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"},
{"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver 1mm & 0.8 Italian Box Chain Necklace 16\" - 30\" with Silver Polishing Cloth/Dainty & Sturdy Necklace for Women Available in 15 Lengths", "asin": "B07GST374S", "price": "$14.03", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Anchor Necklace, Stainless Steel Rope Anchor Pendant, Curb Chain, Nautical Anchor Jewelry Gift for Men and Women", "asin": "B07VQRT7RB", "price": "$7.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Personalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable", "asin": "B0043JTA7S", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEO7Y2", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Round Aztec Mayan Calendar Charm Pendant - Choice of Pendant Size", "asin": "B00FENYPIG", "price": "$59.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B09PBB4G6Q", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B09TGK39LK", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches", "asin": "B0CDS126KN", "price": "$12.71", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry", "asin": "B09DQ3HVK7", "price": "$17.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Om Ohm Pendant Sterling Silver 925 Chakra Namaste Healed Buddha Yoga Spiritual Jewelry", "asin": "B093DYDTHQ", "price": "$12.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces", "asin": "B0CN5W61PT", "price": "$56.98", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B0B2VTYGB5", "price": "$33.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\" Cuban Chain Necklace CP 282", "asin": "B08L5JNPSF", "price": "$11.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Sterling Silver Crucifix Pendant Necklace for Men Women, Jesus Cross Necklace for Boy Christmas Gift", "asin": "B0CQ4ZR5L8", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07FPD5D1Y", "price": "$28.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Real Silver Cross Necklace with 2.5mm Top Craftsmanship Rope Chain for Men Boys Women, Sturdy Shiny Non Tarnish 16-26 Inch", "asin": "B0DGTC9YPC", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Cross Necklace for Men Women, 5MM Durable Stainless Steel Diamond Cut Cuban Link Curb Chain with Silver Cross Pendant, Mens Cross Crucifix Necklaces Jewelry 16-30 Inches", "asin": "B0DLVPKFK2", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry", "asin": "B093CF36DJ", "price": "$14.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him", "asin": "B0BBZY6YPH", "price": "$29.99", "delivery": "FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon."},
{"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords", "asin": "B071JL8M8T", "price": "$26.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Engraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift", "asin": "B071W8S7C9", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Cross Necklace for Men Women 5mm Big Beveled Edge Men's Stainless Steel Diamond Cut Curb Cuban Link Chain Crucifix Cross Pendant Jewelry 16-30 Inches", "asin": "B0B5Q3M9LT", "price": "$29.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY38WVH", "price": "$33.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Cross Simple Pendant Necklace for Men", "asin": "B0BYXJ8QJ8", "price": "$33.21", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women", "asin": "B07RMZFXWH", "price": "$69.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Solid 925 Sterling Silver Pendant for Men Women, Natural Cabochon Square Gemstone Unique Handcrafted Jewelry for Her Him (, amethyst) ('Garnet)", "asin": "B0CM25313L", "price": "$33.99", "delivery": "FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 2 left in stock - order soon."},
{"title": "2MM Stainless Steel Necklace - Thin Cable Chain for Women & Men, Silver Chains for Pendant Addition or Alone - 16-30 Inch Available", "asin": "B082S7798X", "price": "$4.69", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch", "asin": "B0DGTC6DJ9", "price": "$23.09", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "22 mm Round Engravable .925 Sterling Silver Pendant Necklace | Customizable Silver Necklace for Women and Men | Sterling Silver Personalized Jewelry", "asin": "B0777LRN9F", "price": "$29.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Sterling Silver Men's Pendant Necklace | Real Man Necklace Jewelry | Silver Pendant Necklaces Gift for Father's Day, Men's Birthdays, Thanksgiving, Christmas", "asin": "B0DBVGNXGG", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant", "asin": "B0CVXG8YXG", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T00:16:08.041Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click_product</answer_action><answer_argument>B0777LRN9F</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B0777LRN9F</answer_argument>",
"index": 64,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant for men, silver, plain\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Bling Jewelry\\nPersonalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable\", \"asin\": \"B0043JTA7S\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"murtoo\\nCompass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D4QLQ7ZL\", \"price\": \"$20.99\", \"quantity\": \"\"},\n {\"title\": \"SANNYRA\\nSilver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women\", \"asin\": \"B07QNPCT4J\", \"price\": \"$12.18\", \"quantity\": \"\"},\n {\"title\": \"HZMAN\\nMens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain\", \"asin\": \"B01LYMU8ON\", \"price\": \"$11.99\", \"quantity\": \"\"},\n {\"title\": \"Zysta\\nEngraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift\", \"asin\": \"B071W8S7C9\", \"price\": \"$12.99\", \"quantity\": \"\"},\n {\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n {\"title\": \"ZENLUNANO\\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch\", \"asin\": \"B0D4792WHH\", \"price\": \"$14.27\", \"quantity\": \"\"},\n {\"title\": \"P. BLAKE\\nStainless Steel Cross Pendant Necklace for Men Boys, Christian Cross Pendant with 16-24 Inches Chain Cross Necklace Jewelry Gifts\", \"asin\": \"B088BGFFDN\", \"price\": \"$12.74\", \"quantity\": \"\"},\n {\"title\": \"Monily\\n18k Real Gold Plated Rope Chain 1.5mm 2.5mm 5mm Stainless Steel Twist Chain Necklace for Men Women 16 Inches 36 Inches\", \"asin\": \"B076VZZJV9\", \"price\": \"$9.84\", \"quantity\": \"\"},\n {\"title\": \"Monily\\nFigaro Chain Necklace Stainless Steel Real Gold Plated Chains for Men Women Jewelry Gift for Men Women\", \"asin\": \"B0769XSVRW\", \"price\": \"$6.98\", \"quantity\": \"\"}\n ],\n \"search_results\": [\n {\"title\": \"Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D3X6PCR1\", \"price\": \"$20.99\", \"delivery\": \"FREE delivery Sun, Apr 13 for Prime members\"},\n {\"title\": \"Men's Compass Pendant Necklace, Circle Vintage Coin Stainless Steel Compass Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts (Gifts Box)\", \"asin\": \"B0DHRF4F64\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women\", \"asin\": \"B07QQXHW1F\", \"price\": \"$8.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Dog Tag Necklace for Men, Men's Stainless Steel Necklace 22\\\"/24\\\"\", \"asin\": \"B0DV5J976Q\", \"price\": \"$22.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Plain Russian Orthodox Cross Pendant Necklace - Choice of Pendant Only or Chain Length\", \"asin\": \"B0BXM6PVD6\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Sterling Silver 925 Pendant Minimalistic Religious Unisex Jewelry\", \"asin\": \"B093CCPNJH\", \"price\": \"$12.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Simple Unisex Mens Cross Pendant Jewelry\", \"asin\": \"B073H9KL3V\", \"price\": \"$33.21\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MG12H81\", \"price\": \"$22.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Fine Jewelry .925 Sterling Silver Mariner Crucifix Anchor Cross Pendant Charm\", \"asin\": \"B01CZ2J3DU\", \"price\": \"$39.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry\", \"asin\": \"B0CCHMKW6K\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Coin Necklace Men's Stainless Steel Necklace Pendant Retro Ecclesiastes Bible Verse Round Medal Necklace Jewelry Gift\", \"asin\": \"B0D99RW43F\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Compass Pendant with Adjustable 21\\\" Necklace Chain | Design-led, artisan jewelry from London\", \"asin\": \"B09FB3VX8C\", \"price\": \"$42.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWJWDSY\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n {\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver 1mm & 0.8 Italian Box Chain Necklace 16\\\" - 30\\\" with Silver Polishing Cloth/Dainty & Sturdy Necklace for Women Available in 15 Lengths\", \"asin\": \"B07GST374S\", \"price\": \"$14.03\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Anchor Necklace, Stainless Steel Rope Anchor Pendant, Curb Chain, Nautical Anchor Jewelry Gift for Men and Women\", \"asin\": \"B07VQRT7RB\", \"price\": \"$7.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Personalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable\", \"asin\": \"B0043JTA7S\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEO7Y2\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Round Aztec Mayan Calendar Charm Pendant - Choice of Pendant Size\", \"asin\": \"B00FENYPIG\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B09PBB4G6Q\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches\", \"asin\": \"B0CDS126KN\", \"price\": \"$12.71\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry\", \"asin\": \"B09DQ3HVK7\", \"price\": \"$17.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Om Ohm Pendant Sterling Silver 925 Chakra Namaste Healed Buddha Yoga Spiritual Jewelry\", \"asin\": \"B093DYDTHQ\", \"price\": \"$12.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces\", \"asin\": \"B0CN5W61PT\", \"price\": \"$56.98\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B0B2VTYGB5\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\\\" Cuban Chain Necklace CP 282\", \"asin\": \"B08L5JNPSF\", \"price\": \"$11.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sterling Silver Crucifix Pendant Necklace for Men Women, Jesus Cross Necklace for Boy Christmas Gift\", \"asin\": \"B0CQ4ZR5L8\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07FPD5D1Y\", \"price\": \"$28.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Real Silver Cross Necklace with 2.5mm Top Craftsmanship Rope Chain for Men Boys Women, Sturdy Shiny Non Tarnish 16-26 Inch\", \"asin\": \"B0DGTC9YPC\", \"price\": \"$27.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5MM Durable Stainless Steel Diamond Cut Cuban Link Curb Chain with Silver Cross Pendant, Mens Cross Crucifix Necklaces Jewelry 16-30 Inches\", \"asin\": \"B0DLVPKFK2\", \"price\": \"$27.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry\", \"asin\": \"B093CF36DJ\", \"price\": \"$14.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him\", \"asin\": \"B0BBZY6YPH\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon.\"},\n {\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords\", \"asin\": \"B071JL8M8T\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Engraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift\", \"asin\": \"B071W8S7C9\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women 5mm Big Beveled Edge Men's Stainless Steel Diamond Cut Curb Cuban Link Chain Crucifix Cross Pendant Jewelry 16-30 Inches\", \"asin\": \"B0B5Q3M9LT\", \"price\": \"$29.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY38WVH\", \"price\": \"$33.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Simple Pendant Necklace for Men\", \"asin\": \"B0BYXJ8QJ8\", \"price\": \"$33.21\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women\", \"asin\": \"B07RMZFXWH\", \"price\": \"$69.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Pendant for Men Women, Natural Cabochon Square Gemstone Unique Handcrafted Jewelry for Her Him (, amethyst) ('Garnet)\", \"asin\": \"B0CM25313L\", \"price\": \"$33.99\", \"delivery\": \"FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 2 left in stock - order soon.\"},\n {\"title\": \"2MM Stainless Steel Necklace - Thin Cable Chain for Women & Men, Silver Chains for Pendant Addition or Alone - 16-30 Inch Available\", \"asin\": \"B082S7798X\", \"price\": \"$4.69\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch\", \"asin\": \"B0DGTC6DJ9\", \"price\": \"$23.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"22 mm Round Engravable .925 Sterling Silver Pendant Necklace | Customizable Silver Necklace for Women and Men | Sterling Silver Personalized Jewelry\", \"asin\": \"B0777LRN9F\", \"price\": \"$29.79\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Sterling Silver Men's Pendant Necklace | Real Man Necklace Jewelry | Silver Pendant Necklaces Gift for Father's Day, Men's Birthdays, Thanksgiving, Christmas\", \"asin\": \"B0DBVGNXGG\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant\", \"asin\": \"B0CVXG8YXG\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:16:08.041Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant for men, silver, plain\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - 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4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"HZMAN\\nMens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain\", \"asin\": \"B01LYMU8ON\", \"price\": \"$11.99\", \"quantity\": \"\"},\n {\"title\": \"Fiusem\\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch\", \"asin\": \"B0CLGXKJCN\", \"price\": \"$9.79\", \"quantity\": \"\"},\n {\"title\": \"FaithHeart\\nBraided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box\", \"asin\": \"B07M5JSFW5\", \"price\": \"$15.99\", \"quantity\": \"\"},\n {\"title\": \"Monily\\nSquare Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women\", \"asin\": \"B075GNKZ4Y\", \"price\": \"$11.98\", \"quantity\": \"\"},\n {\"title\": \"LOFITOR\\n925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Beveled Edge Crucifix Pendant Necklace Jewelry Present 16-28 Inches\", \"asin\": \"B0CFR1VQFF\", \"price\": \"$27.99\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"CaptainSteeL Cross Necklace for Men - Stainless Steel Silver/Gold Plain Cross Pendant Necklace Simple Jewelry Gifts, 24 Inches 3:1 Figaro Link Chain 4/5/6mm Width\",\n \"asin\": \"B08DTRZQCW\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Men's Stainless Steel Engraveable Dog Tag Pendant Necklace\", \"asin\": \"B09Q75Q99D\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Personalized Custom Message Necklace 925 Sterling Silver Round/Heart/Dog Tag Pendant with 18 Inches Chain, Valentine's Day Birthday Gift for Men Women\", \"asin\": \"B087MC1HW6\", \"price\": \"$31.99\", \"delivery\": \"$3.99 delivery Apr 15 - 21\"},\n {\"title\": \"Men's Engraving-Stainless Steel Dog Tag Pendant Necklace with Cubic Zirconia Stone\", \"asin\": \"B07ZK6DGK8\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D4QMYFD5\", \"price\": \"$20.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"S925 Necklace Birthstone Compass Gift for Women Jewelry Sterling Silver Necklace for Wife Wedding Anniversary Girlfriend Birthday Gifts for Her Valentines Day Mom Mothers Day\", \"asin\": \"B0DBQDWFLX\", \"price\": \"$52.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Compass Necklace for Women Men Nautical Pendant Jewelry Gift for Adventurers Compass Jewelry\", \"asin\": \"B0DBTGS4W4\", \"price\": \"$36.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5MM Durable Stainless Steel Diamond Cut Cuban Link Curb Chain with Silver Cross Pendant, Mens Cross Crucifix Necklaces Jewelry 16-30 Inches\", \"asin\": \"B0DLVPKFK2\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Minimalist Stainless Steel and Solid Onyx Inlay Pendant | 21 Inch Rolo Chain | Design-Led Artisan Jewelry, from London\", \"asin\": \"B0D1VRRBKL\", \"price\": \"$44.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Mens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain\", \"asin\": \"B01LYMU8ON\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Large Personalized Engravable Military Army Dog Tag Pendant Necklace for Men Polished Silver Tone Stainless Steel Beveled Edge with Bead Ball Chain 24 Inch\", \"asin\": \"B00CXYYDZO\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Compass Necklace for Men, Stainless Steel Pendant Necklace, Adjustable Chain, Unique Navigator Design, Perfect Gift for Adventure Lovers\", \"asin\": \"B0DPCSGMY1\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sacred Symbolism: Embrace Faith with Claddagh Gold Sterling Silver Cross Pendant - Choose Your Perfect Size (S-L)\", \"asin\": \"B07MJM6F51\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"COSUMOSU 1.41inch 925 Sterling Silver Cross Pendant Religious Gifts\", \"asin\": \"B0CCSVJPW4\", \"price\": \"$27.88\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\\\" Rope Chain for Men Women\", \"asin\": \"B0C232HLXG\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Personalized Tungsten Carbide Solid Polished Dog Tag Pendant Necklace with Lab Grown Diamond - Custom Engravable, Durable and Stylish Jewelry with 24 Inch Chain\", \"asin\": \"B08XMSNM1K\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Initial Pendant Charm \\u2013 Personalized Alphabet Letter Jewelry in 0.80mm or 0.55mm Block Font\", \"asin\": \"B07H5TC3WM\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Compass Pendant Necklace for Men, Gold Silver Stainless Steel Mens Compass Necklaces, Stylish Jewelry Gift for Men Him Her\", \"asin\": \"B0CD3LBZ3C\", \"price\": \"$24.79\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Compass Medallion Charm Pendant\", \"asin\": \"B071H83H9K\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B0BSXJY659\", \"price\": \"$36.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Crucifix Necklace, Jesus Cross Necklace for Men, Christian Jewelry for Men Women, Protection Amulet Pendant\", \"asin\": \"B0DDBK84BH\", \"price\": \"$54.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)\", \"asin\": \"B07L2TBDYR\", \"price\": \"$21.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Stainless Steel Engravable Dog Tag Pendant with Box Chain Necklace\", \"asin\": \"B0BHM9MCMK\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Custom Name Necklace Personalized 3D Engraved Bar 18K Gold Plated Customized Name Jewelry with Adjustable Chain Charm Birthday Gifts for Women Men\", \"asin\": \"B07HYXKHJS\", \"price\": \"$12.99\", \"delivery\": \"$4.99 delivery Apr 16 - 21\"},\n {\"title\": \"Stainless Steel Men's Engravable Dog Tag Pendant Box Chain Necklace with Cubic Zirconia Stone\", \"asin\": \"B082BJFPDS\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Cross Necklace for Men Women, 2mm Diamond-Cut Sterling Silver Chain with Cross Pendant Beveled Edge for Men, Silver Crucifix Cross Necklace Jewelry 16-24 Inches (Cuban Link Curb Chain/Figaro Link Chain/Wheat Chain/Rolo Chain)\", \"asin\": \"B0DM5J1SQW\", \"price\": \"$57.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch\", \"asin\": \"B0DGTC6DJ9\", \"price\": \"$23.09\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift\", \"asin\": \"B0DRCYT26P\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Easter Gifts 925 Sterling Silver Cross Necklace for Boys - Faith Cross Chain Necklaces for Kids Small Dainty Pendant Jewelry Gifts for Teenage, First Communion Baptism Birthday\", \"asin\": \"B0DRJSXW61\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Made by Nami Pendant Necklace for Men 23\\\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Silver Compass)\", \"asin\": \"B08HM4XQX4\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"6 Pcs Stackable Silver Chain Pendant Necklace for Men, Mens Stainless Steel Chain Necklace Jewelry Set (4 Silver Chains+1 Cross Pendant+1 Bar Pendant)\", \"asin\": \"B0D3Z28KNF\", \"price\": \"$12.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B0BXNSLLHD\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Silver Tone Wheat Chains for Men and Women, 2/2.5/3/4/5mm Stainless Steel Necklace Chain, Mens Necklace 16-28 Inch\", \"asin\": \"B0CMX9HXMP\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace Men - Oxidized Sterling Silver Cross Pendant with Stainless Steel Box Chain Vintage Unique Crucifix Necklaces Silver Jewelry for Mens Women 18-24 Inches\", \"asin\": \"B0DYYPB8RN\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Pendant for Men & Women - Cubic Zirconia Cross Pendants Silver Cross Jewelry - Catholic Faith Religious Christian Birthday Gifts\", \"asin\": \"B07JKJJWL3\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0CGXLDM87\", \"price\": \"$44.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex\", \"asin\": \"B081JBPL95\", \"price\": \"$8.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Solid S925 Sterling Silver Cross Necklace for Men Women | 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace | Crucifix Cross Pendant Necklace Jewelry 16-24 Inches\", \"asin\": \"B08866FL2R\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women\", \"asin\": \"B089H1QRSS\", \"price\": \"$21.88\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Cross Necklace for Men, Silver Tone Mens Cross Necklaces with 2.5mm Chain, Stainless Steel Wheat Chain, 16-24 Inch\", \"asin\": \"B0D8J9KRNT\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Three Nail Cross Necklace 925 Sterling Silver 3 Nail Cross Pendant Christian Jewelry Gifts for Men 22+2\\\"\", \"asin\": \"B0CL4MNQWM\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Patron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men\", \"asin\": \"B0BJKJ8BDK\", \"price\": \"$40.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Silver Compass Necklace Compass Pendant Necklace Celtic Knot Compass Necklace Jewelry\", \"asin\": \"B0DF62D2L9\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Coin Necklace Sterling Silver Vintage Round Circle Disc Dainty Coin Pendant Necklaces for Women (with Gift Box)\", \"asin\": \"B07MW4T4DV\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\\\"\", \"asin\": \"B07GZP99C6\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Sterling Silver Crucifix Pendant for Men, Catholic Jesus Cross Necklace for Women, 925 Sterling Silver Crucifix Necklace with Jesus Religious Gift for Easter Christmas\", \"asin\": \"B0D28XZJWL\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Jewelry Mandalorian Cut Out 925 Sterling Silver Men's Pendant Necklace\", \"asin\": \"B01KQRXRAG\", \"price\": \"$89.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women\", \"asin\": \"B07QMQZTP6\", \"price\": \"$12.18\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\\\"-22\\\"\", \"asin\": \"B07H7BCGN1\", \"price\": \"$12.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Saint Religious Necklace for Men Women, Amulet Protect Us Medal Pendant Necklace Catholic Jewelry Gifts for Police Father Son,with Stainless Steel Chain\", \"asin\": \"B0BJVDTY8C\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Baronyka Handmade Coin Pendant Necklace For Men, Silver Plated, Nautical Ship Boat Round Circle, 24\\\" Chain with 2\\\" Extension & Lobster Clasp\", \"asin\": \"B077FWNFTM\", \"price\": \"$21.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\\\" Chain\", \"asin\": \"B0713VHY2F\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Cross Pendant Necklace Stainless Steel Gold Silver Byzantine Chain 22-30inch\", \"asin\": \"B00PAA18O2\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Sterling Silver Cross Necklace for Men Women 18K Gold Plated Bible Verse Dainty Cross Necklace 2mm Stainless Steel Square Rolo Chain S925 Crucifix Pendant Necklace Faith Jewelry Present 16-26 Inches\", \"asin\": \"B0CCTMJ8C3\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Stainless Steel Cross Pendant Necklace with Wheat Chain\", \"asin\": \"B01N9NAQUM\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:18:56.688Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T00:18:56.688Z
|
click_product
|
B087MC1HW6
|
rule
|
2025-04-08T00:18:56.688Z
|
train
| 65 |
2025-04-08T00:18:56.688Z
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click_product
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B087MC1HW6
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<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
<|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": "Pendant for men, silver, plain"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "HZMAN\nMens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain", "asin": "B01LYMU8ON", "price": "$11.99", "quantity": ""},
{"title": "Fiusem\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch", "asin": "B0CLGXKJCN", "price": "$9.79", "quantity": ""},
{"title": "FaithHeart\nBraided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box", "asin": "B07M5JSFW5", "price": "$15.99", "quantity": ""},
{"title": "Monily\nSquare Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women", "asin": "B075GNKZ4Y", "price": "$11.98", "quantity": ""},
{"title": "LOFITOR\n925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Beveled Edge Crucifix Pendant Necklace Jewelry Present 16-28 Inches", "asin": "B0CFR1VQFF", "price": "$27.99", "quantity": ""}
],
"ads": [
{
"title": "CaptainSteeL Cross Necklace for Men - Stainless Steel Silver/Gold Plain Cross Pendant Necklace Simple Jewelry Gifts, 24 Inches 3:1 Figaro Link Chain 4/5/6mm Width",
"asin": "B08DTRZQCW"
}
],
"search_results": [
{"title": "Men's Stainless Steel Engraveable Dog Tag Pendant Necklace", "asin": "B09Q75Q99D", "price": "$23.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Personalized Custom Message Necklace 925 Sterling Silver Round/Heart/Dog Tag Pendant with 18 Inches Chain, Valentine's Day Birthday Gift for Men Women", "asin": "B087MC1HW6", "price": "$31.99", "delivery": "$3.99 delivery Apr 15 - 21"},
{"title": "Men's Engraving-Stainless Steel Dog Tag Pendant Necklace with Cubic Zirconia Stone", "asin": "B07ZK6DGK8", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal", "asin": "B0D4QMYFD5", "price": "$20.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "S925 Necklace Birthstone Compass Gift for Women Jewelry Sterling Silver Necklace for Wife Wedding Anniversary Girlfriend Birthday Gifts for Her Valentines Day Mom Mothers Day", "asin": "B0DBQDWFLX", "price": "$52.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Compass Necklace for Women Men Nautical Pendant Jewelry Gift for Adventurers Compass Jewelry", "asin": "B0DBTGS4W4", "price": "$36.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "925 Sterling Silver Cross Necklace for Men Women, 5MM Durable Stainless Steel Diamond Cut Cuban Link Curb Chain with Silver Cross Pendant, Mens Cross Crucifix Necklaces Jewelry 16-30 Inches", "asin": "B0DLVPKFK2", "price": "$27.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"},
{"title": "925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\u201d Medal Pendant Necklace with Rolo Chain and Pendant only", "asin": "B074MJWN5J", "price": "$24.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Minimalist Stainless Steel and Solid Onyx Inlay Pendant | 21 Inch Rolo Chain | Design-Led Artisan Jewelry, from London", "asin": "B0D1VRRBKL", "price": "$44.95", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Mens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain", "asin": "B01LYMU8ON", "price": "$11.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Large Personalized Engravable Military Army Dog Tag Pendant Necklace for Men Polished Silver Tone Stainless Steel Beveled Edge with Bead Ball Chain 24 Inch", "asin": "B00CXYYDZO", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Compass Necklace for Men, Stainless Steel Pendant Necklace, Adjustable Chain, Unique Navigator Design, Perfect Gift for Adventure Lovers", "asin": "B0DPCSGMY1", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Sacred Symbolism: Embrace Faith with Claddagh Gold Sterling Silver Cross Pendant - Choose Your Perfect Size (S-L)", "asin": "B07MJM6F51", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "COSUMOSU 1.41inch 925 Sterling Silver Cross Pendant Religious Gifts", "asin": "B0CCSVJPW4", "price": "$27.88", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\" Rope Chain for Men Women", "asin": "B0C232HLXG", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Personalized Tungsten Carbide Solid Polished Dog Tag Pendant Necklace with Lab Grown Diamond - Custom Engravable, Durable and Stylish Jewelry with 24 Inch Chain", "asin": "B08XMSNM1K", "price": "$99.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Initial Pendant Charm \u2013 Personalized Alphabet Letter Jewelry in 0.80mm or 0.55mm Block Font", "asin": "B07H5TC3WM", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Compass Pendant Necklace for Men, Gold Silver Stainless Steel Mens Compass Necklaces, Stylish Jewelry Gift for Men Him Her", "asin": "B0CD3LBZ3C", "price": "$24.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Compass Medallion Charm Pendant", "asin": "B071H83H9K", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy", "asin": "B0BSXJY659", "price": "$36.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Crucifix Necklace, Jesus Cross Necklace for Men, Christian Jewelry for Men Women, Protection Amulet Pendant", "asin": "B0DDBK84BH", "price": "$54.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)", "asin": "B07L2TBDYR", "price": "$21.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Stainless Steel Engravable Dog Tag Pendant with Box Chain Necklace", "asin": "B0BHM9MCMK", "price": "$28.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Custom Name Necklace Personalized 3D Engraved Bar 18K Gold Plated Customized Name Jewelry with Adjustable Chain Charm Birthday Gifts for Women Men", "asin": "B07HYXKHJS", "price": "$12.99", "delivery": "$4.99 delivery Apr 16 - 21"},
{"title": "Stainless Steel Men's Engravable Dog Tag Pendant Box Chain Necklace with Cubic Zirconia Stone", "asin": "B082BJFPDS", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\u201d Medal Pendant Necklace with Rolo Chain and Pendant only", "asin": "B074MJWN5J", "price": "$24.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Solid 925 Sterling Silver Cross Necklace for Men Women, 2mm Diamond-Cut Sterling Silver Chain with Cross Pendant Beveled Edge for Men, Silver Crucifix Cross Necklace Jewelry 16-24 Inches (Cuban Link Curb Chain/Figaro Link Chain/Wheat Chain/Rolo Chain)", "asin": "B0DM5J1SQW", "price": "$57.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch", "asin": "B0DGTC6DJ9", "price": "$23.09", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift", "asin": "B0DRCYT26P", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Easter Gifts 925 Sterling Silver Cross Necklace for Boys - Faith Cross Chain Necklaces for Kids Small Dainty Pendant Jewelry Gifts for Teenage, First Communion Baptism Birthday", "asin": "B0DRJSXW61", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Made by Nami Pendant Necklace for Men 23\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Silver Compass)", "asin": "B08HM4XQX4", "price": "$10.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "6 Pcs Stackable Silver Chain Pendant Necklace for Men, Mens Stainless Steel Chain Necklace Jewelry Set (4 Silver Chains+1 Cross Pendant+1 Bar Pendant)", "asin": "B0D3Z28KNF", "price": "$12.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B0BXNSLLHD", "price": "$27.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Silver Tone Wheat Chains for Men and Women, 2/2.5/3/4/5mm Stainless Steel Necklace Chain, Mens Necklace 16-28 Inch", "asin": "B0CMX9HXMP", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Cross Necklace Men - Oxidized Sterling Silver Cross Pendant with Stainless Steel Box Chain Vintage Unique Crucifix Necklaces Silver Jewelry for Mens Women 18-24 Inches", "asin": "B0DYYPB8RN", "price": "$34.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Cross Pendant for Men & Women - Cubic Zirconia Cross Pendants Silver Cross Jewelry - Catholic Faith Religious Christian Birthday Gifts", "asin": "B07JKJJWL3", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant", "asin": "B0CGXLDM87", "price": "$44.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex", "asin": "B081JBPL95", "price": "$8.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Solid S925 Sterling Silver Cross Necklace for Men Women | 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace | Crucifix Cross Pendant Necklace Jewelry 16-24 Inches", "asin": "B08866FL2R", "price": "$42.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women", "asin": "B089H1QRSS", "price": "$21.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Cross Necklace for Men, Silver Tone Mens Cross Necklaces with 2.5mm Chain, Stainless Steel Wheat Chain, 16-24 Inch", "asin": "B0D8J9KRNT", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Three Nail Cross Necklace 925 Sterling Silver 3 Nail Cross Pendant Christian Jewelry Gifts for Men 22+2\"", "asin": "B0CL4MNQWM", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Patron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men", "asin": "B0BJKJ8BDK", "price": "$40.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Silver Compass Necklace Compass Pendant Necklace Celtic Knot Compass Necklace Jewelry", "asin": "B0DF62D2L9", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Coin Necklace Sterling Silver Vintage Round Circle Disc Dainty Coin Pendant Necklaces for Women (with Gift Box)", "asin": "B07MW4T4DV", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\"", "asin": "B07GZP99C6", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Sterling Silver Crucifix Pendant for Men, Catholic Jesus Cross Necklace for Women, 925 Sterling Silver Crucifix Necklace with Jesus Religious Gift for Easter Christmas", "asin": "B0D28XZJWL", "price": "$39.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Jewelry Mandalorian Cut Out 925 Sterling Silver Men's Pendant Necklace", "asin": "B01KQRXRAG", "price": "$89.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women", "asin": "B07QMQZTP6", "price": "$12.18", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\"-22\"", "asin": "B07H7BCGN1", "price": "$12.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Saint Religious Necklace for Men Women, Amulet Protect Us Medal Pendant Necklace Catholic Jewelry Gifts for Police Father Son,with Stainless Steel Chain", "asin": "B0BJVDTY8C", "price": "$49.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Baronyka Handmade Coin Pendant Necklace For Men, Silver Plated, Nautical Ship Boat Round Circle, 24\" Chain with 2\" Extension & Lobster Clasp", "asin": "B077FWNFTM", "price": "$21.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\" Chain", "asin": "B0713VHY2F", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Cross Pendant Necklace Stainless Steel Gold Silver Byzantine Chain 22-30inch", "asin": "B00PAA18O2", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Sterling Silver Cross Necklace for Men Women 18K Gold Plated Bible Verse Dainty Cross Necklace 2mm Stainless Steel Square Rolo Chain S925 Crucifix Pendant Necklace Faith Jewelry Present 16-26 Inches", "asin": "B0CCTMJ8C3", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Stainless Steel Cross Pendant Necklace with Wheat Chain", "asin": "B01N9NAQUM", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T00:18:56.688Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click_product</answer_action><answer_argument>B087MC1HW6</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B087MC1HW6</answer_argument>",
"index": 65,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant for men, silver, plain\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"HZMAN\\nMens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain\", \"asin\": \"B01LYMU8ON\", \"price\": \"$11.99\", \"quantity\": \"\"},\n {\"title\": \"Fiusem\\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch\", \"asin\": \"B0CLGXKJCN\", \"price\": \"$9.79\", \"quantity\": \"\"},\n {\"title\": \"FaithHeart\\nBraided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box\", \"asin\": \"B07M5JSFW5\", \"price\": \"$15.99\", \"quantity\": \"\"},\n {\"title\": \"Monily\\nSquare Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women\", \"asin\": \"B075GNKZ4Y\", \"price\": \"$11.98\", \"quantity\": \"\"},\n {\"title\": \"LOFITOR\\n925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Beveled Edge Crucifix Pendant Necklace Jewelry Present 16-28 Inches\", \"asin\": \"B0CFR1VQFF\", \"price\": \"$27.99\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"CaptainSteeL Cross Necklace for Men - Stainless Steel Silver/Gold Plain Cross Pendant Necklace Simple Jewelry Gifts, 24 Inches 3:1 Figaro Link Chain 4/5/6mm Width\",\n \"asin\": \"B08DTRZQCW\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Men's Stainless Steel Engraveable Dog Tag Pendant Necklace\", \"asin\": \"B09Q75Q99D\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Personalized Custom Message Necklace 925 Sterling Silver Round/Heart/Dog Tag Pendant with 18 Inches Chain, Valentine's Day Birthday Gift for Men Women\", \"asin\": \"B087MC1HW6\", \"price\": \"$31.99\", \"delivery\": \"$3.99 delivery Apr 15 - 21\"},\n {\"title\": \"Men's Engraving-Stainless Steel Dog Tag Pendant Necklace with Cubic Zirconia Stone\", \"asin\": \"B07ZK6DGK8\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D4QMYFD5\", \"price\": \"$20.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"S925 Necklace Birthstone Compass Gift for Women Jewelry Sterling Silver Necklace for Wife Wedding Anniversary Girlfriend Birthday Gifts for Her Valentines Day Mom Mothers Day\", \"asin\": \"B0DBQDWFLX\", \"price\": \"$52.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Compass Necklace for Women Men Nautical Pendant Jewelry Gift for Adventurers Compass Jewelry\", \"asin\": \"B0DBTGS4W4\", \"price\": \"$36.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5MM Durable Stainless Steel Diamond Cut Cuban Link Curb Chain with Silver Cross Pendant, Mens Cross Crucifix Necklaces Jewelry 16-30 Inches\", \"asin\": \"B0DLVPKFK2\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Minimalist Stainless Steel and Solid Onyx Inlay Pendant | 21 Inch Rolo Chain | Design-Led Artisan Jewelry, from London\", \"asin\": \"B0D1VRRBKL\", \"price\": \"$44.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Mens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain\", \"asin\": \"B01LYMU8ON\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Large Personalized Engravable Military Army Dog Tag Pendant Necklace for Men Polished Silver Tone Stainless Steel Beveled Edge with Bead Ball Chain 24 Inch\", \"asin\": \"B00CXYYDZO\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Compass Necklace for Men, Stainless Steel Pendant Necklace, Adjustable Chain, Unique Navigator Design, Perfect Gift for Adventure Lovers\", \"asin\": \"B0DPCSGMY1\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sacred Symbolism: Embrace Faith with Claddagh Gold Sterling Silver Cross Pendant - Choose Your Perfect Size (S-L)\", \"asin\": \"B07MJM6F51\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"COSUMOSU 1.41inch 925 Sterling Silver Cross Pendant Religious Gifts\", \"asin\": \"B0CCSVJPW4\", \"price\": \"$27.88\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\\\" Rope Chain for Men Women\", \"asin\": \"B0C232HLXG\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Personalized Tungsten Carbide Solid Polished Dog Tag Pendant Necklace with Lab Grown Diamond - Custom Engravable, Durable and Stylish Jewelry with 24 Inch Chain\", \"asin\": \"B08XMSNM1K\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Initial Pendant Charm \\u2013 Personalized Alphabet Letter Jewelry in 0.80mm or 0.55mm Block Font\", \"asin\": \"B07H5TC3WM\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Compass Pendant Necklace for Men, Gold Silver Stainless Steel Mens Compass Necklaces, Stylish Jewelry Gift for Men Him Her\", \"asin\": \"B0CD3LBZ3C\", \"price\": \"$24.79\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Compass Medallion Charm Pendant\", \"asin\": \"B071H83H9K\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B0BSXJY659\", \"price\": \"$36.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Crucifix Necklace, Jesus Cross Necklace for Men, Christian Jewelry for Men Women, Protection Amulet Pendant\", \"asin\": \"B0DDBK84BH\", \"price\": \"$54.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)\", \"asin\": \"B07L2TBDYR\", \"price\": \"$21.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Stainless Steel Engravable Dog Tag Pendant with Box Chain Necklace\", \"asin\": \"B0BHM9MCMK\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Custom Name Necklace Personalized 3D Engraved Bar 18K Gold Plated Customized Name Jewelry with Adjustable Chain Charm Birthday Gifts for Women Men\", \"asin\": \"B07HYXKHJS\", \"price\": \"$12.99\", \"delivery\": \"$4.99 delivery Apr 16 - 21\"},\n {\"title\": \"Stainless Steel Men's Engravable Dog Tag Pendant Box Chain Necklace with Cubic Zirconia Stone\", \"asin\": \"B082BJFPDS\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Cross Necklace for Men Women, 2mm Diamond-Cut Sterling Silver Chain with Cross Pendant Beveled Edge for Men, Silver Crucifix Cross Necklace Jewelry 16-24 Inches (Cuban Link Curb Chain/Figaro Link Chain/Wheat Chain/Rolo Chain)\", \"asin\": \"B0DM5J1SQW\", \"price\": \"$57.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch\", \"asin\": \"B0DGTC6DJ9\", \"price\": \"$23.09\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift\", \"asin\": \"B0DRCYT26P\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Easter Gifts 925 Sterling Silver Cross Necklace for Boys - Faith Cross Chain Necklaces for Kids Small Dainty Pendant Jewelry Gifts for Teenage, First Communion Baptism Birthday\", \"asin\": \"B0DRJSXW61\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Made by Nami Pendant Necklace for Men 23\\\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Silver Compass)\", \"asin\": \"B08HM4XQX4\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"6 Pcs Stackable Silver Chain Pendant Necklace for Men, Mens Stainless Steel Chain Necklace Jewelry Set (4 Silver Chains+1 Cross Pendant+1 Bar Pendant)\", \"asin\": \"B0D3Z28KNF\", \"price\": \"$12.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B0BXNSLLHD\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Silver Tone Wheat Chains for Men and Women, 2/2.5/3/4/5mm Stainless Steel Necklace Chain, Mens Necklace 16-28 Inch\", \"asin\": \"B0CMX9HXMP\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace Men - Oxidized Sterling Silver Cross Pendant with Stainless Steel Box Chain Vintage Unique Crucifix Necklaces Silver Jewelry for Mens Women 18-24 Inches\", \"asin\": \"B0DYYPB8RN\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Pendant for Men & Women - Cubic Zirconia Cross Pendants Silver Cross Jewelry - Catholic Faith Religious Christian Birthday Gifts\", \"asin\": \"B07JKJJWL3\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0CGXLDM87\", \"price\": \"$44.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex\", \"asin\": \"B081JBPL95\", \"price\": \"$8.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Solid S925 Sterling Silver Cross Necklace for Men Women | 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace | Crucifix Cross Pendant Necklace Jewelry 16-24 Inches\", \"asin\": \"B08866FL2R\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women\", \"asin\": \"B089H1QRSS\", \"price\": \"$21.88\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Cross Necklace for Men, Silver Tone Mens Cross Necklaces with 2.5mm Chain, Stainless Steel Wheat Chain, 16-24 Inch\", \"asin\": \"B0D8J9KRNT\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Three Nail Cross Necklace 925 Sterling Silver 3 Nail Cross Pendant Christian Jewelry Gifts for Men 22+2\\\"\", \"asin\": \"B0CL4MNQWM\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Patron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men\", \"asin\": \"B0BJKJ8BDK\", \"price\": \"$40.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Silver Compass Necklace Compass Pendant Necklace Celtic Knot Compass Necklace Jewelry\", \"asin\": \"B0DF62D2L9\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Coin Necklace Sterling Silver Vintage Round Circle Disc Dainty Coin Pendant Necklaces for Women (with Gift Box)\", \"asin\": \"B07MW4T4DV\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\\\"\", \"asin\": \"B07GZP99C6\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Sterling Silver Crucifix Pendant for Men, Catholic Jesus Cross Necklace for Women, 925 Sterling Silver Crucifix Necklace with Jesus Religious Gift for Easter Christmas\", \"asin\": \"B0D28XZJWL\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Jewelry Mandalorian Cut Out 925 Sterling Silver Men's Pendant Necklace\", \"asin\": \"B01KQRXRAG\", \"price\": \"$89.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women\", \"asin\": \"B07QMQZTP6\", \"price\": \"$12.18\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\\\"-22\\\"\", \"asin\": \"B07H7BCGN1\", \"price\": \"$12.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Saint Religious Necklace for Men Women, Amulet Protect Us Medal Pendant Necklace Catholic Jewelry Gifts for Police Father Son,with Stainless Steel Chain\", \"asin\": \"B0BJVDTY8C\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Baronyka Handmade Coin Pendant Necklace For Men, Silver Plated, Nautical Ship Boat Round Circle, 24\\\" Chain with 2\\\" Extension & Lobster Clasp\", \"asin\": \"B077FWNFTM\", \"price\": \"$21.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\\\" Chain\", \"asin\": \"B0713VHY2F\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Cross Pendant Necklace Stainless Steel Gold Silver Byzantine Chain 22-30inch\", \"asin\": \"B00PAA18O2\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Sterling Silver Cross Necklace for Men Women 18K Gold Plated Bible Verse Dainty Cross Necklace 2mm Stainless Steel Square Rolo Chain S925 Crucifix Pendant Necklace Faith Jewelry Present 16-26 Inches\", \"asin\": \"B0CCTMJ8C3\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Stainless Steel Cross Pendant Necklace with Wheat Chain\", \"asin\": \"B01N9NAQUM\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:18:56.688Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:08:41.680Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T01:08:41.680Z
|
input
|
apple watch 表带 silver Gray 编织
|
rule
|
2025-04-08T01:08:41.680Z
|
train
| 66 |
2025-04-08T01:08:41.680Z
|
input
|
apple watch 表带 silver Gray 编织
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
<|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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T01:08:41.680Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>apple watch 表带 silver Gray 编织</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>apple watch 表带 silver Gray 编织</answer_argument>",
"index": 66,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:08:41.680Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"Pendant for men, silver, plain\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"HZMAN\\nMens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain\", \"asin\": \"B01LYMU8ON\", \"price\": \"$11.99\", \"quantity\": \"\"},\n {\"title\": \"Fiusem\\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch\", \"asin\": \"B0CLGXKJCN\", \"price\": \"$9.79\", \"quantity\": \"\"},\n {\"title\": \"FaithHeart\\nBraided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box\", \"asin\": \"B07M5JSFW5\", \"price\": \"$15.99\", \"quantity\": \"\"},\n {\"title\": \"Monily\\nSquare Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women\", \"asin\": \"B075GNKZ4Y\", \"price\": \"$11.98\", \"quantity\": \"\"},\n {\"title\": \"LOFITOR\\n925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Beveled Edge Crucifix Pendant Necklace Jewelry Present 16-28 Inches\", \"asin\": \"B0CFR1VQFF\", \"price\": \"$27.99\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"CaptainSteeL Cross Necklace for Men - Stainless Steel Silver/Gold Plain Cross Pendant Necklace Simple Jewelry Gifts, 24 Inches 3:1 Figaro Link Chain 4/5/6mm Width\",\n \"asin\": \"B08DTRZQCW\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Men's Stainless Steel Engraveable Dog Tag Pendant Necklace\", \"asin\": \"B09Q75Q99D\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Personalized Custom Message Necklace 925 Sterling Silver Round/Heart/Dog Tag Pendant with 18 Inches Chain, Valentine's Day Birthday Gift for Men Women\", \"asin\": \"B087MC1HW6\", \"price\": \"$31.99\", \"delivery\": \"$3.99 delivery Apr 15 - 21\"},\n {\"title\": \"Men's Engraving-Stainless Steel Dog Tag Pendant Necklace with Cubic Zirconia Stone\", \"asin\": \"B07ZK6DGK8\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D4QMYFD5\", \"price\": \"$20.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"S925 Necklace Birthstone Compass Gift for Women Jewelry Sterling Silver Necklace for Wife Wedding Anniversary Girlfriend Birthday Gifts for Her Valentines Day Mom Mothers Day\", \"asin\": \"B0DBQDWFLX\", \"price\": \"$52.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Compass Necklace for Women Men Nautical Pendant Jewelry Gift for Adventurers Compass Jewelry\", \"asin\": \"B0DBTGS4W4\", \"price\": \"$36.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5MM Durable Stainless Steel Diamond Cut Cuban Link Curb Chain with Silver Cross Pendant, Mens Cross Crucifix Necklaces Jewelry 16-30 Inches\", \"asin\": \"B0DLVPKFK2\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n {\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Minimalist Stainless Steel and Solid Onyx Inlay Pendant | 21 Inch Rolo Chain | Design-Led Artisan Jewelry, from London\", \"asin\": \"B0D1VRRBKL\", \"price\": \"$44.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Mens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain\", \"asin\": \"B01LYMU8ON\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Large Personalized Engravable Military Army Dog Tag Pendant Necklace for Men Polished Silver Tone Stainless Steel Beveled Edge with Bead Ball Chain 24 Inch\", \"asin\": \"B00CXYYDZO\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Compass Necklace for Men, Stainless Steel Pendant Necklace, Adjustable Chain, Unique Navigator Design, Perfect Gift for Adventure Lovers\", \"asin\": \"B0DPCSGMY1\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sacred Symbolism: Embrace Faith with Claddagh Gold Sterling Silver Cross Pendant - Choose Your Perfect Size (S-L)\", \"asin\": \"B07MJM6F51\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"COSUMOSU 1.41inch 925 Sterling Silver Cross Pendant Religious Gifts\", \"asin\": \"B0CCSVJPW4\", \"price\": \"$27.88\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\\\" Rope Chain for Men Women\", \"asin\": \"B0C232HLXG\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Personalized Tungsten Carbide Solid Polished Dog Tag Pendant Necklace with Lab Grown Diamond - Custom Engravable, Durable and Stylish Jewelry with 24 Inch Chain\", \"asin\": \"B08XMSNM1K\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Initial Pendant Charm \\u2013 Personalized Alphabet Letter Jewelry in 0.80mm or 0.55mm Block Font\", \"asin\": \"B07H5TC3WM\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Compass Pendant Necklace for Men, Gold Silver Stainless Steel Mens Compass Necklaces, Stylish Jewelry Gift for Men Him Her\", \"asin\": \"B0CD3LBZ3C\", \"price\": \"$24.79\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Compass Medallion Charm Pendant\", \"asin\": \"B071H83H9K\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B0BSXJY659\", \"price\": \"$36.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Crucifix Necklace, Jesus Cross Necklace for Men, Christian Jewelry for Men Women, Protection Amulet Pendant\", \"asin\": \"B0DDBK84BH\", \"price\": \"$54.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)\", \"asin\": \"B07L2TBDYR\", \"price\": \"$21.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Men's Stainless Steel Engravable Dog Tag Pendant with Box Chain Necklace\", \"asin\": \"B0BHM9MCMK\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Custom Name Necklace Personalized 3D Engraved Bar 18K Gold Plated Customized Name Jewelry with Adjustable Chain Charm Birthday Gifts for Women Men\", \"asin\": \"B07HYXKHJS\", \"price\": \"$12.99\", \"delivery\": \"$4.99 delivery Apr 16 - 21\"},\n {\"title\": \"Stainless Steel Men's Engravable Dog Tag Pendant Box Chain Necklace with Cubic Zirconia Stone\", \"asin\": \"B082BJFPDS\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Cross Necklace for Men Women, 2mm Diamond-Cut Sterling Silver Chain with Cross Pendant Beveled Edge for Men, Silver Crucifix Cross Necklace Jewelry 16-24 Inches (Cuban Link Curb Chain/Figaro Link Chain/Wheat Chain/Rolo Chain)\", \"asin\": \"B0DM5J1SQW\", \"price\": \"$57.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch\", \"asin\": \"B0DGTC6DJ9\", \"price\": \"$23.09\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift\", \"asin\": \"B0DRCYT26P\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Easter Gifts 925 Sterling Silver Cross Necklace for Boys - Faith Cross Chain Necklaces for Kids Small Dainty Pendant Jewelry Gifts for Teenage, First Communion Baptism Birthday\", \"asin\": \"B0DRJSXW61\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Made by Nami Pendant Necklace for Men 23\\\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Silver Compass)\", \"asin\": \"B08HM4XQX4\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"6 Pcs Stackable Silver Chain Pendant Necklace for Men, Mens Stainless Steel Chain Necklace Jewelry Set (4 Silver Chains+1 Cross Pendant+1 Bar Pendant)\", \"asin\": \"B0D3Z28KNF\", \"price\": \"$12.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B0BXNSLLHD\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Silver Tone Wheat Chains for Men and Women, 2/2.5/3/4/5mm Stainless Steel Necklace Chain, Mens Necklace 16-28 Inch\", \"asin\": \"B0CMX9HXMP\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace Men - Oxidized Sterling Silver Cross Pendant with Stainless Steel Box Chain Vintage Unique Crucifix Necklaces Silver Jewelry for Mens Women 18-24 Inches\", \"asin\": \"B0DYYPB8RN\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Pendant for Men & Women - Cubic Zirconia Cross Pendants Silver Cross Jewelry - Catholic Faith Religious Christian Birthday Gifts\", \"asin\": \"B07JKJJWL3\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0CGXLDM87\", \"price\": \"$44.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex\", \"asin\": \"B081JBPL95\", \"price\": \"$8.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Solid S925 Sterling Silver Cross Necklace for Men Women | 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace | Crucifix Cross Pendant Necklace Jewelry 16-24 Inches\", \"asin\": \"B08866FL2R\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women\", \"asin\": \"B089H1QRSS\", \"price\": \"$21.88\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Cross Necklace for Men, Silver Tone Mens Cross Necklaces with 2.5mm Chain, Stainless Steel Wheat Chain, 16-24 Inch\", \"asin\": \"B0D8J9KRNT\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Three Nail Cross Necklace 925 Sterling Silver 3 Nail Cross Pendant Christian Jewelry Gifts for Men 22+2\\\"\", \"asin\": \"B0CL4MNQWM\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Patron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men\", \"asin\": \"B0BJKJ8BDK\", \"price\": \"$40.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Silver Compass Necklace Compass Pendant Necklace Celtic Knot Compass Necklace Jewelry\", \"asin\": \"B0DF62D2L9\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Coin Necklace Sterling Silver Vintage Round Circle Disc Dainty Coin Pendant Necklaces for Women (with Gift Box)\", \"asin\": \"B07MW4T4DV\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\\\"\", \"asin\": \"B07GZP99C6\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Sterling Silver Crucifix Pendant for Men, Catholic Jesus Cross Necklace for Women, 925 Sterling Silver Crucifix Necklace with Jesus Religious Gift for Easter Christmas\", \"asin\": \"B0D28XZJWL\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Jewelry Mandalorian Cut Out 925 Sterling Silver Men's Pendant Necklace\", \"asin\": \"B01KQRXRAG\", \"price\": \"$89.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women\", \"asin\": \"B07QMQZTP6\", \"price\": \"$12.18\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\\\"-22\\\"\", \"asin\": \"B07H7BCGN1\", \"price\": \"$12.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Saint Religious Necklace for Men Women, Amulet Protect Us Medal Pendant Necklace Catholic Jewelry Gifts for Police Father Son,with Stainless Steel Chain\", \"asin\": \"B0BJVDTY8C\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Baronyka Handmade Coin Pendant Necklace For Men, Silver Plated, Nautical Ship Boat Round Circle, 24\\\" Chain with 2\\\" Extension & Lobster Clasp\", \"asin\": \"B077FWNFTM\", \"price\": \"$21.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\\\" Chain\", \"asin\": \"B0713VHY2F\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Cross Pendant Necklace Stainless Steel Gold Silver Byzantine Chain 22-30inch\", \"asin\": \"B00PAA18O2\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Sterling Silver Cross Necklace for Men Women 18K Gold Plated Bible Verse Dainty Cross Necklace 2mm Stainless Steel Square Rolo Chain S925 Crucifix Pendant Necklace Faith Jewelry Present 16-26 Inches\", \"asin\": \"B0CCTMJ8C3\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Stainless Steel Cross Pendant Necklace with Wheat Chain\", \"asin\": \"B01N9NAQUM\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:11:48.494Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T01:11:48.494Z
|
input
|
apple watch 表带 silver Gray nylon
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rule
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2025-04-08T01:11:48.494Z
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train
| 67 |
2025-04-08T01:11:48.494Z
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input
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apple watch 表带 silver Gray nylon
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<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
<|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": "Pendant for men, silver, plain"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
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{"title": "HZMAN\nMens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain", "asin": "B01LYMU8ON", "price": "$11.99", "quantity": ""},
{"title": "Fiusem\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch", "asin": "B0CLGXKJCN", "price": "$9.79", "quantity": ""},
{"title": "FaithHeart\nBraided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box", "asin": "B07M5JSFW5", "price": "$15.99", "quantity": ""},
{"title": "Monily\nSquare Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women", "asin": "B075GNKZ4Y", "price": "$11.98", "quantity": ""},
{"title": "LOFITOR\n925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Beveled Edge Crucifix Pendant Necklace Jewelry Present 16-28 Inches", "asin": "B0CFR1VQFF", "price": "$27.99", "quantity": ""}
],
"ads": [
{
"title": "CaptainSteeL Cross Necklace for Men - Stainless Steel Silver/Gold Plain Cross Pendant Necklace Simple Jewelry Gifts, 24 Inches 3:1 Figaro Link Chain 4/5/6mm Width",
"asin": "B08DTRZQCW"
}
],
"search_results": [
{"title": "Men's Stainless Steel Engraveable Dog Tag Pendant Necklace", "asin": "B09Q75Q99D", "price": "$23.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Personalized Custom Message Necklace 925 Sterling Silver Round/Heart/Dog Tag Pendant with 18 Inches Chain, Valentine's Day Birthday Gift for Men Women", "asin": "B087MC1HW6", "price": "$31.99", "delivery": "$3.99 delivery Apr 15 - 21"},
{"title": "Men's Engraving-Stainless Steel Dog Tag Pendant Necklace with Cubic Zirconia Stone", "asin": "B07ZK6DGK8", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal", "asin": "B0D4QMYFD5", "price": "$20.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "S925 Necklace Birthstone Compass Gift for Women Jewelry Sterling Silver Necklace for Wife Wedding Anniversary Girlfriend Birthday Gifts for Her Valentines Day Mom Mothers Day", "asin": "B0DBQDWFLX", "price": "$52.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Compass Necklace for Women Men Nautical Pendant Jewelry Gift for Adventurers Compass Jewelry", "asin": "B0DBTGS4W4", "price": "$36.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "925 Sterling Silver Cross Necklace for Men Women, 5MM Durable Stainless Steel Diamond Cut Cuban Link Curb Chain with Silver Cross Pendant, Mens Cross Crucifix Necklaces Jewelry 16-30 Inches", "asin": "B0DLVPKFK2", "price": "$27.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"},
{"title": "925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\u201d Medal Pendant Necklace with Rolo Chain and Pendant only", "asin": "B074MJWN5J", "price": "$24.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Minimalist Stainless Steel and Solid Onyx Inlay Pendant | 21 Inch Rolo Chain | Design-Led Artisan Jewelry, from London", "asin": "B0D1VRRBKL", "price": "$44.95", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Mens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain", "asin": "B01LYMU8ON", "price": "$11.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Large Personalized Engravable Military Army Dog Tag Pendant Necklace for Men Polished Silver Tone Stainless Steel Beveled Edge with Bead Ball Chain 24 Inch", "asin": "B00CXYYDZO", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Compass Necklace for Men, Stainless Steel Pendant Necklace, Adjustable Chain, Unique Navigator Design, Perfect Gift for Adventure Lovers", "asin": "B0DPCSGMY1", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Sacred Symbolism: Embrace Faith with Claddagh Gold Sterling Silver Cross Pendant - Choose Your Perfect Size (S-L)", "asin": "B07MJM6F51", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "COSUMOSU 1.41inch 925 Sterling Silver Cross Pendant Religious Gifts", "asin": "B0CCSVJPW4", "price": "$27.88", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\" Rope Chain for Men Women", "asin": "B0C232HLXG", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Personalized Tungsten Carbide Solid Polished Dog Tag Pendant Necklace with Lab Grown Diamond - Custom Engravable, Durable and Stylish Jewelry with 24 Inch Chain", "asin": "B08XMSNM1K", "price": "$99.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Initial Pendant Charm \u2013 Personalized Alphabet Letter Jewelry in 0.80mm or 0.55mm Block Font", "asin": "B07H5TC3WM", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Compass Pendant Necklace for Men, Gold Silver Stainless Steel Mens Compass Necklaces, Stylish Jewelry Gift for Men Him Her", "asin": "B0CD3LBZ3C", "price": "$24.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Compass Medallion Charm Pendant", "asin": "B071H83H9K", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy", "asin": "B0BSXJY659", "price": "$36.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Crucifix Necklace, Jesus Cross Necklace for Men, Christian Jewelry for Men Women, Protection Amulet Pendant", "asin": "B0DDBK84BH", "price": "$54.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)", "asin": "B07L2TBDYR", "price": "$21.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Men's Stainless Steel Engravable Dog Tag Pendant with Box Chain Necklace", "asin": "B0BHM9MCMK", "price": "$28.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Custom Name Necklace Personalized 3D Engraved Bar 18K Gold Plated Customized Name Jewelry with Adjustable Chain Charm Birthday Gifts for Women Men", "asin": "B07HYXKHJS", "price": "$12.99", "delivery": "$4.99 delivery Apr 16 - 21"},
{"title": "Stainless Steel Men's Engravable Dog Tag Pendant Box Chain Necklace with Cubic Zirconia Stone", "asin": "B082BJFPDS", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\u201d Medal Pendant Necklace with Rolo Chain and Pendant only", "asin": "B074MJWN5J", "price": "$24.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Solid 925 Sterling Silver Cross Necklace for Men Women, 2mm Diamond-Cut Sterling Silver Chain with Cross Pendant Beveled Edge for Men, Silver Crucifix Cross Necklace Jewelry 16-24 Inches (Cuban Link Curb Chain/Figaro Link Chain/Wheat Chain/Rolo Chain)", "asin": "B0DM5J1SQW", "price": "$57.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch", "asin": "B0DGTC6DJ9", "price": "$23.09", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift", "asin": "B0DRCYT26P", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Easter Gifts 925 Sterling Silver Cross Necklace for Boys - Faith Cross Chain Necklaces for Kids Small Dainty Pendant Jewelry Gifts for Teenage, First Communion Baptism Birthday", "asin": "B0DRJSXW61", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Made by Nami Pendant Necklace for Men 23\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Silver Compass)", "asin": "B08HM4XQX4", "price": "$10.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "6 Pcs Stackable Silver Chain Pendant Necklace for Men, Mens Stainless Steel Chain Necklace Jewelry Set (4 Silver Chains+1 Cross Pendant+1 Bar Pendant)", "asin": "B0D3Z28KNF", "price": "$12.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B0BXNSLLHD", "price": "$27.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Silver Tone Wheat Chains for Men and Women, 2/2.5/3/4/5mm Stainless Steel Necklace Chain, Mens Necklace 16-28 Inch", "asin": "B0CMX9HXMP", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "925 Sterling Silver Cross Necklace Men - Oxidized Sterling Silver Cross Pendant with Stainless Steel Box Chain Vintage Unique Crucifix Necklaces Silver Jewelry for Mens Women 18-24 Inches", "asin": "B0DYYPB8RN", "price": "$34.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Cross Pendant for Men & Women - Cubic Zirconia Cross Pendants Silver Cross Jewelry - Catholic Faith Religious Christian Birthday Gifts", "asin": "B07JKJJWL3", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant", "asin": "B0CGXLDM87", "price": "$44.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex", "asin": "B081JBPL95", "price": "$8.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Solid S925 Sterling Silver Cross Necklace for Men Women | 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace | Crucifix Cross Pendant Necklace Jewelry 16-24 Inches", "asin": "B08866FL2R", "price": "$42.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women", "asin": "B089H1QRSS", "price": "$21.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Cross Necklace for Men, Silver Tone Mens Cross Necklaces with 2.5mm Chain, Stainless Steel Wheat Chain, 16-24 Inch", "asin": "B0D8J9KRNT", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Three Nail Cross Necklace 925 Sterling Silver 3 Nail Cross Pendant Christian Jewelry Gifts for Men 22+2\"", "asin": "B0CL4MNQWM", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Patron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men", "asin": "B0BJKJ8BDK", "price": "$40.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Mens Silver Compass Necklace Compass Pendant Necklace Celtic Knot Compass Necklace Jewelry", "asin": "B0DF62D2L9", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Coin Necklace Sterling Silver Vintage Round Circle Disc Dainty Coin Pendant Necklaces for Women (with Gift Box)", "asin": "B07MW4T4DV", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\"", "asin": "B07GZP99C6", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Sterling Silver Crucifix Pendant for Men, Catholic Jesus Cross Necklace for Women, 925 Sterling Silver Crucifix Necklace with Jesus Religious Gift for Easter Christmas", "asin": "B0D28XZJWL", "price": "$39.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Jewelry Mandalorian Cut Out 925 Sterling Silver Men's Pendant Necklace", "asin": "B01KQRXRAG", "price": "$89.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women", "asin": "B07QMQZTP6", "price": "$12.18", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\"-22\"", "asin": "B07H7BCGN1", "price": "$12.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "925 Sterling Silver Saint Religious Necklace for Men Women, Amulet Protect Us Medal Pendant Necklace Catholic Jewelry Gifts for Police Father Son,with Stainless Steel Chain", "asin": "B0BJVDTY8C", "price": "$49.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Baronyka Handmade Coin Pendant Necklace For Men, Silver Plated, Nautical Ship Boat Round Circle, 24\" Chain with 2\" Extension & Lobster Clasp", "asin": "B077FWNFTM", "price": "$21.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\" Chain", "asin": "B0713VHY2F", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Cross Pendant Necklace Stainless Steel Gold Silver Byzantine Chain 22-30inch", "asin": "B00PAA18O2", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Sterling Silver Cross Necklace for Men Women 18K Gold Plated Bible Verse Dainty Cross Necklace 2mm Stainless Steel Square Rolo Chain S925 Crucifix Pendant Necklace Faith Jewelry Present 16-26 Inches", "asin": "B0CCTMJ8C3", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Mens Stainless Steel Cross Pendant Necklace with Wheat Chain", "asin": "B01N9NAQUM", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T01:11:48.494Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>apple watch 表带 silver Gray nylon</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>apple watch 表带 silver Gray nylon</answer_argument>",
"index": 67,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": 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21\"},\n {\"title\": \"Stainless Steel Men's Engravable Dog Tag Pendant Box Chain Necklace with Cubic Zirconia Stone\", \"asin\": \"B082BJFPDS\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Solid 925 Sterling Silver Cross Necklace for Men Women, 2mm Diamond-Cut Sterling Silver Chain with Cross Pendant Beveled Edge for Men, Silver Crucifix Cross Necklace Jewelry 16-24 Inches (Cuban Link Curb Chain/Figaro Link Chain/Wheat Chain/Rolo Chain)\", \"asin\": \"B0DM5J1SQW\", \"price\": \"$57.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch\", \"asin\": \"B0DGTC6DJ9\", \"price\": \"$23.09\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift\", \"asin\": \"B0DRCYT26P\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Easter Gifts 925 Sterling Silver Cross Necklace for Boys - Faith Cross Chain Necklaces for Kids Small Dainty Pendant Jewelry Gifts for Teenage, First Communion Baptism Birthday\", \"asin\": \"B0DRJSXW61\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Made by Nami Pendant Necklace for Men 23\\\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Silver Compass)\", \"asin\": \"B08HM4XQX4\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"6 Pcs Stackable Silver Chain Pendant Necklace for Men, Mens Stainless Steel Chain Necklace Jewelry Set (4 Silver Chains+1 Cross Pendant+1 Bar Pendant)\", \"asin\": \"B0D3Z28KNF\", \"price\": \"$12.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B0BXNSLLHD\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Silver Tone Wheat Chains for Men and Women, 2/2.5/3/4/5mm Stainless Steel Necklace Chain, Mens Necklace 16-28 Inch\", \"asin\": \"B0CMX9HXMP\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"925 Sterling Silver Cross Necklace Men - Oxidized Sterling Silver Cross Pendant with Stainless Steel Box Chain Vintage Unique Crucifix Necklaces Silver Jewelry for Mens Women 18-24 Inches\", \"asin\": \"B0DYYPB8RN\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Cross Pendant for Men & Women - Cubic Zirconia Cross Pendants Silver Cross Jewelry - Catholic Faith Religious Christian Birthday Gifts\", \"asin\": \"B07JKJJWL3\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass | Saint Michael | Saint Christopher Pendant\", \"asin\": \"B0CGXLDM87\", \"price\": \"$44.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex\", \"asin\": \"B081JBPL95\", \"price\": \"$8.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Solid S925 Sterling Silver Cross Necklace for Men Women | 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace | Crucifix Cross Pendant Necklace Jewelry 16-24 Inches\", \"asin\": \"B08866FL2R\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women\", \"asin\": \"B089H1QRSS\", \"price\": \"$21.88\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Cross Necklace for Men, Silver Tone Mens Cross Necklaces with 2.5mm Chain, Stainless Steel Wheat Chain, 16-24 Inch\", \"asin\": \"B0D8J9KRNT\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Three Nail Cross Necklace 925 Sterling Silver 3 Nail Cross Pendant Christian Jewelry Gifts for Men 22+2\\\"\", \"asin\": \"B0CL4MNQWM\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Patron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men\", \"asin\": \"B0BJKJ8BDK\", \"price\": \"$40.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Mens Silver Compass Necklace Compass Pendant Necklace Celtic Knot Compass Necklace Jewelry\", \"asin\": \"B0DF62D2L9\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Coin Necklace Sterling Silver Vintage Round Circle Disc Dainty Coin Pendant Necklaces for Women (with Gift Box)\", \"asin\": \"B07MW4T4DV\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\\\"\", \"asin\": \"B07GZP99C6\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Sterling Silver Crucifix Pendant for Men, Catholic Jesus Cross Necklace for Women, 925 Sterling Silver Crucifix Necklace with Jesus Religious Gift for Easter Christmas\", \"asin\": \"B0D28XZJWL\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Jewelry Mandalorian Cut Out 925 Sterling Silver Men's Pendant Necklace\", \"asin\": \"B01KQRXRAG\", \"price\": \"$89.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women\", \"asin\": \"B07QMQZTP6\", \"price\": \"$12.18\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\\\"-22\\\"\", \"asin\": \"B07H7BCGN1\", \"price\": \"$12.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"925 Sterling Silver Saint Religious Necklace for Men Women, Amulet Protect Us Medal Pendant Necklace Catholic Jewelry Gifts for Police Father Son,with Stainless Steel Chain\", \"asin\": \"B0BJVDTY8C\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Baronyka Handmade Coin Pendant Necklace For Men, Silver Plated, Nautical Ship Boat Round Circle, 24\\\" Chain with 2\\\" Extension & Lobster Clasp\", \"asin\": \"B077FWNFTM\", \"price\": \"$21.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\\\" Chain\", \"asin\": \"B0713VHY2F\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Cross Pendant Necklace Stainless Steel Gold Silver Byzantine Chain 22-30inch\", \"asin\": \"B00PAA18O2\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Sterling Silver Cross Necklace for Men Women 18K Gold Plated Bible Verse Dainty Cross Necklace 2mm Stainless Steel Square Rolo Chain S925 Crucifix Pendant Necklace Faith Jewelry Present 16-26 Inches\", \"asin\": \"B0CCTMJ8C3\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Mens Stainless Steel Cross Pendant Necklace with Wheat Chain\", \"asin\": \"B01N9NAQUM\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:11:48.494Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps\", \"asin\": \"B0716SKHHD\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Sport Loop Nylon Band Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm Ultra 2 iWatch Series 9 8 7 6 SE 5 4 3 2 1 Strap, Fit for iPhone Watch Band Women Men Stretchy\", \"asin\": \"B0BJD3FGRL\", \"price\": \"$10.07\", \"quantity\": \"\"},\n {\"title\": \"Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE\", \"asin\": \"B0DLNPH88R\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE\", \"asin\": \"B0B6SC6N3D\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men\", \"asin\": \"B0CVF4DLNG\", \"price\": \"$39.00\", \"quantity\": \"\"},\n {\"title\": \"Savior Survival Gear Paracord Watch Band - Compatible with Apple Watch Band 49mm 45mm 44mm 42mm - iWatch Band Series Ultra 9 8 7 6 5 4 3 2 1 SE - Adjustable - Men & Women (Blue w/Silver HW, Large)\", \"asin\": \"B07ZG7CB7V\", \"price\": \"$28.95\", \"quantity\": \"\"},\n {\"title\": \"6 Pack Sport Nylon Loop Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Breathable Braided Straps for iWatch Series 10/9/8/7/6/5/4/3/SE/Ultra\", \"asin\": \"B0CYH4HRJ6\", \"price\": \"$10.49\", \"quantity\": \"\"},\n {\"title\": \"Braided Stretchy Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Nylon Elastic Straps Wristbands for iWatch Series 10 9 8 7 6 SE 5 4 3 2 Ultra Ultra 2\", \"asin\": \"B0BR93H51V\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"WFEAGL Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women, Grain Leather Strap Slim Thin Wristband for iWatch Ultra SE SE2 Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B07T95GP3D\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Slim Silver Band Women Feminine Elegant Compatible with Apple Watch 42mm 44mm 45mm 46mm 49mm Adjustable Metal Strap Dressy Chain Bracelet for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE/Ultra 1 2\", \"asin\": \"B0CJJ2XQC8\", \"price\": \"$17.99\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.\",\n \"asin\": \"B0BQCXC82N\"\n},\n {\n \"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Eligible for Prime.\",\n \"asin\": \"B0BQ5RX2VQ\"\n},\n {\n \"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.\",\n \"asin\": \"B0BQ5VPRBC\"\n}\n ],\n \"search_results\": [\n {\"title\": \"BARTON WATCH BANDS - Military Style Nylon Watch Bands Compatible with Apple Watch Models - 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, SE, Ultra & Ultra 2\", \"asin\": \"B08TPNB8PQ\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Apr 18 - 19\"},\n {\"title\": \"BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps\", \"asin\": \"B0716SKHHD\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Apr 18 - 19\"},\n {\"title\": \"SICCIDEN Slim Stretchy Bands Compatible with Apple Watch Band 42mm 41mm 40mm 38mm, Women Elastics Nylon Thin Strap for iWatch SE2 SE Series 10 9 8 7 6 5 4 3 2 1 (Light Gray/Silver)\", \"asin\": \"B098QB6FDG\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"AMANECER Stretchy Nylon Watch Bands Compatible with Apple Watch Series 9/8/7/6/5/4/3 SE 2/1, Adjustable Braided Elastic Sport Loop Rugged Straps for iWatch Women Men (Storm Gray, 38/40/41MM)\", \"asin\": \"B08TCB32XQ\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Lerobo Braided Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 41mm Ultra 2 49mm Series 6 5 SE 44mm 40mm Series 4 3 2 1 38mm 42mm Men iWatch Bands Women Stretchy Nylon Solo Loop Sport Strap\", \"asin\": \"B0CKPB8DNK\", \"price\": \"$7.19\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men\", \"asin\": \"B095K39ZYQ\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sport Loop Nylon Band Compatible with Apple Watch Band 38mm/40mm/41mm/42mm for Series 10 Ultra 2 iWatch Series 10-1 Strap, Fit for iPhone Watch Band Women Men Stretchy Elastic Braided,armygreen\", \"asin\": \"B0BJD28RS9\", \"price\": \"$10.07\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE\", \"asin\": \"B0B6SC6N3D\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Archer Watch Straps - Canvas Straps for Apple Watch\", \"asin\": \"B082MSF4CB\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2\", \"asin\": \"B0CLDF2L63\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Getino Nylon Band Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 46mm 44mm 45mm 49mm Women Men, Breathable Soft Weave Stretchy Sport Strap for iWatch Series 10 9 8 7 6 5 4 3 SE Ultra 2 1, Gray\", \"asin\": \"B0D6RMS3PK\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Braided Stretchy Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Nylon Solo Loop Elastic Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0D972C5QK\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tensea (2 in 1) for Waterproof Apple Watch Screen Protector Case Series 9 8 7 41mm Accessories, iWatch Protective PC Face Cover Built-in Tempered Glass Film, Front and Back Bumper for Women Men, 41 mm\", \"asin\": \"B09Z1TSG3M\", \"price\": \"$12.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men\", \"asin\": \"B0CVF4DLNG\", \"price\": \"$39.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Braided Solo Loop Elastic Nylon Sports Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Parachute Buckle Strap for iWatch Series Ultra 2 Ultra 10 9 8 7 6 5 4 3 2 1 se\", \"asin\": \"B0DNZJWHF6\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"DaQin Nylon Sport Loop Compatible with Apple Watch Band 40mm 38mm 41mm 42mm 44mm 45mm 46mm 49mm, Soft Breathable Braided Wristbands for iWatch Band for Women Men Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0DCFSJQ2Q\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Hamile Braided Solo Loop Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 44mm 45mm 49mm for Women Men, Stretchy Soft Nylon Adjustable Sport Strap for iWatch Bands Series 9 8 7 6 5 4 3 SE Ultra 2\", \"asin\": \"B0CR9PK1PR\", \"price\": \"$2.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray\", \"asin\": \"B08ZSHTCTJ\", \"price\": \"$8.54\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE\", \"asin\": \"B0DLNPH88R\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stretchy Sport Band Compatible with Apple Watch 46mm 45mm 44mm 42mm 49mm 41mm 40mm 38mm for Men Women, Elastic Solo Loop Nylon Strap Compatible for iWatch Series SE 10 9 8 7 6 5 4 3 2 Ultra\", \"asin\": \"B0CWD9V2NG\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"MioHHR Solid Stainless Steel Band Compatible with Apple Watch 44mm 42mm (Not Series 10), Metal Strap with Soft TPU Case for iWatch Series 6 5 4 3 2 1 SE Women and Men, Space Gray\", \"asin\": \"B08RB6JSJP\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Nylon Band Compatible with Apple Watch Band 42mm 44mm 40mm 38mm, Lightweight Breathable Sport Wrist Strap with Metal Buckle Compatible with iwatch Series 6/5/4/3/2/1 (Gray, 42mm/44mm)\", \"asin\": \"B08BZB4RSC\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"POWER PRIMACY Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm-Series 10,Genuine Leather Strap Compatible for Women Men iWatch SE Series 10 9 8 7 6 5 4 3 2 1(Gray/Silver)\", \"asin\": \"B082FTWL8V\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:11:55.067Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T01:11:55.067Z
|
click_product
|
B0CKPB8DNK
|
rule
|
2025-04-08T01:11:55.067Z
|
train
| 68 |
2025-04-08T01:11:55.067Z
|
click_product
|
B0CKPB8DNK
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
<|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": "apple watch \u8868\u5e26 silver Gray nylon"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps", "asin": "B0716SKHHD", "price": "$14.99", "quantity": ""},
{"title": "Sport Loop Nylon Band Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm Ultra 2 iWatch Series 9 8 7 6 SE 5 4 3 2 1 Strap, Fit for iPhone Watch Band Women Men Stretchy", "asin": "B0BJD3FGRL", "price": "$10.07", "quantity": ""},
{"title": "Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE", "asin": "B0DLNPH88R", "price": "$9.99", "quantity": ""},
{"title": "Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE", "asin": "B0B6SC6N3D", "price": "$29.99", "quantity": ""},
{"title": "MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men", "asin": "B0CVF4DLNG", "price": "$39.00", "quantity": ""},
{"title": "Savior Survival Gear Paracord Watch Band - Compatible with Apple Watch Band 49mm 45mm 44mm 42mm - iWatch Band Series Ultra 9 8 7 6 5 4 3 2 1 SE - Adjustable - Men & Women (Blue w/Silver HW, Large)", "asin": "B07ZG7CB7V", "price": "$28.95", "quantity": ""},
{"title": "6 Pack Sport Nylon Loop Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Breathable Braided Straps for iWatch Series 10/9/8/7/6/5/4/3/SE/Ultra", "asin": "B0CYH4HRJ6", "price": "$10.49", "quantity": ""},
{"title": "Braided Stretchy Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Nylon Elastic Straps Wristbands for iWatch Series 10 9 8 7 6 SE 5 4 3 2 Ultra Ultra 2", "asin": "B0BR93H51V", "price": "$13.99", "quantity": ""},
{"title": "WFEAGL Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women, Grain Leather Strap Slim Thin Wristband for iWatch Ultra SE SE2 Series 10 9 8 7 6 5 4 3 2 1", "asin": "B07T95GP3D", "price": "$16.99", "quantity": ""},
{"title": "Slim Silver Band Women Feminine Elegant Compatible with Apple Watch 42mm 44mm 45mm 46mm 49mm Adjustable Metal Strap Dressy Chain Bracelet for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE/Ultra 1 2", "asin": "B0CJJ2XQC8", "price": "$17.99", "quantity": ""}
],
"ads": [
{
"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.",
"asin": "B0BQCXC82N"
},
{
"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Eligible for Prime.",
"asin": "B0BQ5RX2VQ"
},
{
"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.",
"asin": "B0BQ5VPRBC"
}
],
"search_results": [
{"title": "BARTON WATCH BANDS - Military Style Nylon Watch Bands Compatible with Apple Watch Models - 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, SE, Ultra & Ultra 2", "asin": "B08TPNB8PQ", "price": "$28.99", "delivery": "FREE delivery Apr 18 - 19"},
{"title": "BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps", "asin": "B0716SKHHD", "price": "$14.99", "delivery": "FREE delivery Apr 18 - 19"},
{"title": "SICCIDEN Slim Stretchy Bands Compatible with Apple Watch Band 42mm 41mm 40mm 38mm, Women Elastics Nylon Thin Strap for iWatch SE2 SE Series 10 9 8 7 6 5 4 3 2 1 (Light Gray/Silver)", "asin": "B098QB6FDG", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "AMANECER Stretchy Nylon Watch Bands Compatible with Apple Watch Series 9/8/7/6/5/4/3 SE 2/1, Adjustable Braided Elastic Sport Loop Rugged Straps for iWatch Women Men (Storm Gray, 38/40/41MM)", "asin": "B08TCB32XQ", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Lerobo Braided Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 41mm Ultra 2 49mm Series 6 5 SE 44mm 40mm Series 4 3 2 1 38mm 42mm Men iWatch Bands Women Stretchy Nylon Solo Loop Sport Strap", "asin": "B0CKPB8DNK", "price": "$7.19", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men", "asin": "B095K39ZYQ", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Sport Loop Nylon Band Compatible with Apple Watch Band 38mm/40mm/41mm/42mm for Series 10 Ultra 2 iWatch Series 10-1 Strap, Fit for iPhone Watch Band Women Men Stretchy Elastic Braided,armygreen", "asin": "B0BJD28RS9", "price": "$10.07", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE", "asin": "B0B6SC6N3D", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Archer Watch Straps - Canvas Straps for Apple Watch", "asin": "B082MSF4CB", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2", "asin": "B0CLDF2L63", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Getino Nylon Band Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 46mm 44mm 45mm 49mm Women Men, Breathable Soft Weave Stretchy Sport Strap for iWatch Series 10 9 8 7 6 5 4 3 SE Ultra 2 1, Gray", "asin": "B0D6RMS3PK", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Braided Stretchy Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Nylon Solo Loop Elastic Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0D972C5QK", "price": "$5.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Tensea (2 in 1) for Waterproof Apple Watch Screen Protector Case Series 9 8 7 41mm Accessories, iWatch Protective PC Face Cover Built-in Tempered Glass Film, Front and Back Bumper for Women Men, 41 mm", "asin": "B09Z1TSG3M", "price": "$12.97", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men", "asin": "B0CVF4DLNG", "price": "$39.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Braided Solo Loop Elastic Nylon Sports Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Parachute Buckle Strap for iWatch Series Ultra 2 Ultra 10 9 8 7 6 5 4 3 2 1 se", "asin": "B0DNZJWHF6", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "DaQin Nylon Sport Loop Compatible with Apple Watch Band 40mm 38mm 41mm 42mm 44mm 45mm 46mm 49mm, Soft Breathable Braided Wristbands for iWatch Band for Women Men Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0DCFSJQ2Q", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Hamile Braided Solo Loop Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 44mm 45mm 49mm for Women Men, Stretchy Soft Nylon Adjustable Sport Strap for iWatch Bands Series 9 8 7 6 5 4 3 SE Ultra 2", "asin": "B0CR9PK1PR", "price": "$2.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray", "asin": "B08ZSHTCTJ", "price": "$8.54", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE", "asin": "B0DLNPH88R", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Stretchy Sport Band Compatible with Apple Watch 46mm 45mm 44mm 42mm 49mm 41mm 40mm 38mm for Men Women, Elastic Solo Loop Nylon Strap Compatible for iWatch Series SE 10 9 8 7 6 5 4 3 2 Ultra", "asin": "B0CWD9V2NG", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "MioHHR Solid Stainless Steel Band Compatible with Apple Watch 44mm 42mm (Not Series 10), Metal Strap with Soft TPU Case for iWatch Series 6 5 4 3 2 1 SE Women and Men, Space Gray", "asin": "B08RB6JSJP", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Nylon Band Compatible with Apple Watch Band 42mm 44mm 40mm 38mm, Lightweight Breathable Sport Wrist Strap with Metal Buckle Compatible with iwatch Series 6/5/4/3/2/1 (Gray, 42mm/44mm)", "asin": "B08BZB4RSC", "price": "$9.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "POWER PRIMACY Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm-Series 10,Genuine Leather Strap Compatible for Women Men iWatch SE Series 10 9 8 7 6 5 4 3 2 1(Gray/Silver)", "asin": "B082FTWL8V", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T01:11:55.067Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click_product</answer_action><answer_argument>B0CKPB8DNK</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B0CKPB8DNK</answer_argument>",
"index": 68,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps\", \"asin\": \"B0716SKHHD\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Sport Loop Nylon Band Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm Ultra 2 iWatch Series 9 8 7 6 SE 5 4 3 2 1 Strap, Fit for iPhone Watch Band Women Men Stretchy\", \"asin\": \"B0BJD3FGRL\", \"price\": \"$10.07\", \"quantity\": \"\"},\n {\"title\": \"Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE\", \"asin\": \"B0DLNPH88R\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE\", \"asin\": \"B0B6SC6N3D\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men\", \"asin\": \"B0CVF4DLNG\", \"price\": \"$39.00\", \"quantity\": \"\"},\n {\"title\": \"Savior Survival Gear Paracord Watch Band - Compatible with Apple Watch Band 49mm 45mm 44mm 42mm - iWatch Band Series Ultra 9 8 7 6 5 4 3 2 1 SE - Adjustable - Men & Women (Blue w/Silver HW, Large)\", \"asin\": \"B07ZG7CB7V\", \"price\": \"$28.95\", \"quantity\": \"\"},\n {\"title\": \"6 Pack Sport Nylon Loop Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Breathable Braided Straps for iWatch Series 10/9/8/7/6/5/4/3/SE/Ultra\", \"asin\": \"B0CYH4HRJ6\", \"price\": \"$10.49\", \"quantity\": \"\"},\n {\"title\": \"Braided Stretchy Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Nylon Elastic Straps Wristbands for iWatch Series 10 9 8 7 6 SE 5 4 3 2 Ultra Ultra 2\", \"asin\": \"B0BR93H51V\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"WFEAGL Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women, Grain Leather Strap Slim Thin Wristband for iWatch Ultra SE SE2 Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B07T95GP3D\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Slim Silver Band Women Feminine Elegant Compatible with Apple Watch 42mm 44mm 45mm 46mm 49mm Adjustable Metal Strap Dressy Chain Bracelet for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE/Ultra 1 2\", \"asin\": \"B0CJJ2XQC8\", \"price\": \"$17.99\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.\",\n \"asin\": \"B0BQCXC82N\"\n},\n {\n \"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Eligible for Prime.\",\n \"asin\": \"B0BQ5RX2VQ\"\n},\n {\n \"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.\",\n \"asin\": \"B0BQ5VPRBC\"\n}\n ],\n \"search_results\": [\n {\"title\": \"BARTON WATCH BANDS - Military Style Nylon Watch Bands Compatible with Apple Watch Models - 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, SE, Ultra & Ultra 2\", \"asin\": \"B08TPNB8PQ\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Apr 18 - 19\"},\n {\"title\": \"BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps\", \"asin\": \"B0716SKHHD\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Apr 18 - 19\"},\n {\"title\": \"SICCIDEN Slim Stretchy Bands Compatible with Apple Watch Band 42mm 41mm 40mm 38mm, Women Elastics Nylon Thin Strap for iWatch SE2 SE Series 10 9 8 7 6 5 4 3 2 1 (Light Gray/Silver)\", \"asin\": \"B098QB6FDG\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"AMANECER Stretchy Nylon Watch Bands Compatible with Apple Watch Series 9/8/7/6/5/4/3 SE 2/1, Adjustable Braided Elastic Sport Loop Rugged Straps for iWatch Women Men (Storm Gray, 38/40/41MM)\", \"asin\": \"B08TCB32XQ\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Lerobo Braided Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 41mm Ultra 2 49mm Series 6 5 SE 44mm 40mm Series 4 3 2 1 38mm 42mm Men iWatch Bands Women Stretchy Nylon Solo Loop Sport Strap\", \"asin\": \"B0CKPB8DNK\", \"price\": \"$7.19\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men\", \"asin\": \"B095K39ZYQ\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sport Loop Nylon Band Compatible with Apple Watch Band 38mm/40mm/41mm/42mm for Series 10 Ultra 2 iWatch Series 10-1 Strap, Fit for iPhone Watch Band Women Men Stretchy Elastic Braided,armygreen\", \"asin\": \"B0BJD28RS9\", \"price\": \"$10.07\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE\", \"asin\": \"B0B6SC6N3D\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Archer Watch Straps - Canvas Straps for Apple Watch\", \"asin\": \"B082MSF4CB\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2\", \"asin\": \"B0CLDF2L63\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Getino Nylon Band Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 46mm 44mm 45mm 49mm Women Men, Breathable Soft Weave Stretchy Sport Strap for iWatch Series 10 9 8 7 6 5 4 3 SE Ultra 2 1, Gray\", \"asin\": \"B0D6RMS3PK\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Braided Stretchy Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Nylon Solo Loop Elastic Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0D972C5QK\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tensea (2 in 1) for Waterproof Apple Watch Screen Protector Case Series 9 8 7 41mm Accessories, iWatch Protective PC Face Cover Built-in Tempered Glass Film, Front and Back Bumper for Women Men, 41 mm\", \"asin\": \"B09Z1TSG3M\", \"price\": \"$12.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men\", \"asin\": \"B0CVF4DLNG\", \"price\": \"$39.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Braided Solo Loop Elastic Nylon Sports Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Parachute Buckle Strap for iWatch Series Ultra 2 Ultra 10 9 8 7 6 5 4 3 2 1 se\", \"asin\": \"B0DNZJWHF6\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"DaQin Nylon Sport Loop Compatible with Apple Watch Band 40mm 38mm 41mm 42mm 44mm 45mm 46mm 49mm, Soft Breathable Braided Wristbands for iWatch Band for Women Men Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0DCFSJQ2Q\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Hamile Braided Solo Loop Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 44mm 45mm 49mm for Women Men, Stretchy Soft Nylon Adjustable Sport Strap for iWatch Bands Series 9 8 7 6 5 4 3 SE Ultra 2\", \"asin\": \"B0CR9PK1PR\", \"price\": \"$2.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray\", \"asin\": \"B08ZSHTCTJ\", \"price\": \"$8.54\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE\", \"asin\": \"B0DLNPH88R\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stretchy Sport Band Compatible with Apple Watch 46mm 45mm 44mm 42mm 49mm 41mm 40mm 38mm for Men Women, Elastic Solo Loop Nylon Strap Compatible for iWatch Series SE 10 9 8 7 6 5 4 3 2 Ultra\", \"asin\": \"B0CWD9V2NG\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"MioHHR Solid Stainless Steel Band Compatible with Apple Watch 44mm 42mm (Not Series 10), Metal Strap with Soft TPU Case for iWatch Series 6 5 4 3 2 1 SE Women and Men, Space Gray\", \"asin\": \"B08RB6JSJP\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Nylon Band Compatible with Apple Watch Band 42mm 44mm 40mm 38mm, Lightweight Breathable Sport Wrist Strap with Metal Buckle Compatible with iwatch Series 6/5/4/3/2/1 (Gray, 42mm/44mm)\", \"asin\": \"B08BZB4RSC\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"POWER PRIMACY Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm-Series 10,Genuine Leather Strap Compatible for Women Men iWatch SE Series 10 9 8 7 6 5 4 3 2 1(Gray/Silver)\", \"asin\": \"B082FTWL8V\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:11:55.067Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps\", \"asin\": \"B0716SKHHD\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Sport Loop Nylon Band Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm Ultra 2 iWatch Series 9 8 7 6 SE 5 4 3 2 1 Strap, Fit for iPhone Watch Band Women Men Stretchy\", \"asin\": \"B0BJD3FGRL\", \"price\": \"$10.07\", \"quantity\": \"\"},\n {\"title\": \"Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE\", \"asin\": \"B0DLNPH88R\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE\", \"asin\": \"B0B6SC6N3D\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men\", \"asin\": \"B0CVF4DLNG\", \"price\": \"$39.00\", \"quantity\": \"\"},\n {\"title\": \"Savior Survival Gear Paracord Watch Band - Compatible with Apple Watch Band 49mm 45mm 44mm 42mm - iWatch Band Series Ultra 9 8 7 6 5 4 3 2 1 SE - Adjustable - Men & Women (Blue w/Silver HW, Large)\", \"asin\": \"B07ZG7CB7V\", \"price\": \"$28.95\", \"quantity\": \"\"},\n {\"title\": \"6 Pack Sport Nylon Loop Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Breathable Braided Straps for iWatch Series 10/9/8/7/6/5/4/3/SE/Ultra\", \"asin\": \"B0CYH4HRJ6\", \"price\": \"$10.49\", \"quantity\": \"\"},\n {\"title\": \"Braided Stretchy Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Nylon Elastic Straps Wristbands for iWatch Series 10 9 8 7 6 SE 5 4 3 2 Ultra Ultra 2\", \"asin\": \"B0BR93H51V\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"WFEAGL Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women, Grain Leather Strap Slim Thin Wristband for iWatch Ultra SE SE2 Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B07T95GP3D\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Slim Silver Band Women Feminine Elegant Compatible with Apple Watch 42mm 44mm 45mm 46mm 49mm Adjustable Metal Strap Dressy Chain Bracelet for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE/Ultra 1 2\", \"asin\": \"B0CJJ2XQC8\", \"price\": \"$17.99\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.\",\n \"asin\": \"B0BQCXC82N\"\n},\n {\n \"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Eligible for Prime.\",\n \"asin\": \"B0BQ5RX2VQ\"\n},\n {\n \"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.\",\n \"asin\": \"B0BQ5VPRBC\"\n}\n ],\n \"search_results\": [\n {\"title\": \"BARTON WATCH BANDS - Military Style Nylon Watch Bands Compatible with Apple Watch Models - 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, SE, Ultra & Ultra 2\", \"asin\": \"B08TPNB8PQ\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Apr 18 - 19\"},\n {\"title\": \"BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps\", \"asin\": \"B0716SKHHD\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Apr 18 - 19\"},\n {\"title\": \"SICCIDEN Slim Stretchy Bands Compatible with Apple Watch Band 42mm 41mm 40mm 38mm, Women Elastics Nylon Thin Strap for iWatch SE2 SE Series 10 9 8 7 6 5 4 3 2 1 (Light Gray/Silver)\", \"asin\": \"B098QB6FDG\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"AMANECER Stretchy Nylon Watch Bands Compatible with Apple Watch Series 9/8/7/6/5/4/3 SE 2/1, Adjustable Braided Elastic Sport Loop Rugged Straps for iWatch Women Men (Storm Gray, 38/40/41MM)\", \"asin\": \"B08TCB32XQ\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Lerobo Braided Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 41mm Ultra 2 49mm Series 6 5 SE 44mm 40mm Series 4 3 2 1 38mm 42mm Men iWatch Bands Women Stretchy Nylon Solo Loop Sport Strap\", \"asin\": \"B0CKPB8DNK\", \"price\": \"$7.19\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men\", \"asin\": \"B095K39ZYQ\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sport Loop Nylon Band Compatible with Apple Watch Band 38mm/40mm/41mm/42mm for Series 10 Ultra 2 iWatch Series 10-1 Strap, Fit for iPhone Watch Band Women Men Stretchy Elastic Braided,armygreen\", \"asin\": \"B0BJD28RS9\", \"price\": \"$10.07\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE\", \"asin\": \"B0B6SC6N3D\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Archer Watch Straps - Canvas Straps for Apple Watch\", \"asin\": \"B082MSF4CB\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2\", \"asin\": \"B0CLDF2L63\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Getino Nylon Band Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 46mm 44mm 45mm 49mm Women Men, Breathable Soft Weave Stretchy Sport Strap for iWatch Series 10 9 8 7 6 5 4 3 SE Ultra 2 1, Gray\", \"asin\": \"B0D6RMS3PK\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Braided Stretchy Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Nylon Solo Loop Elastic Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0D972C5QK\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tensea (2 in 1) for Waterproof Apple Watch Screen Protector Case Series 9 8 7 41mm Accessories, iWatch Protective PC Face Cover Built-in Tempered Glass Film, Front and Back Bumper for Women Men, 41 mm\", \"asin\": \"B09Z1TSG3M\", \"price\": \"$12.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men\", \"asin\": \"B0CVF4DLNG\", \"price\": \"$39.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Braided Solo Loop Elastic Nylon Sports Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Parachute Buckle Strap for iWatch Series Ultra 2 Ultra 10 9 8 7 6 5 4 3 2 1 se\", \"asin\": \"B0DNZJWHF6\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"DaQin Nylon Sport Loop Compatible with Apple Watch Band 40mm 38mm 41mm 42mm 44mm 45mm 46mm 49mm, Soft Breathable Braided Wristbands for iWatch Band for Women Men Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0DCFSJQ2Q\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Hamile Braided Solo Loop Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 44mm 45mm 49mm for Women Men, Stretchy Soft Nylon Adjustable Sport Strap for iWatch Bands Series 9 8 7 6 5 4 3 SE Ultra 2\", \"asin\": \"B0CR9PK1PR\", \"price\": \"$2.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray\", \"asin\": \"B08ZSHTCTJ\", \"price\": \"$8.54\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE\", \"asin\": \"B0DLNPH88R\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stretchy Sport Band Compatible with Apple Watch 46mm 45mm 44mm 42mm 49mm 41mm 40mm 38mm for Men Women, Elastic Solo Loop Nylon Strap Compatible for iWatch Series SE 10 9 8 7 6 5 4 3 2 Ultra\", \"asin\": \"B0CWD9V2NG\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"MioHHR Solid Stainless Steel Band Compatible with Apple Watch 44mm 42mm (Not Series 10), Metal Strap with Soft TPU Case for iWatch Series 6 5 4 3 2 1 SE Women and Men, Space Gray\", \"asin\": \"B08RB6JSJP\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Nylon Band Compatible with Apple Watch Band 42mm 44mm 40mm 38mm, Lightweight Breathable Sport Wrist Strap with Metal Buckle Compatible with iwatch Series 6/5/4/3/2/1 (Gray, 42mm/44mm)\", \"asin\": \"B08BZB4RSC\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"POWER PRIMACY Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm-Series 10,Genuine Leather Strap Compatible for Women Men iWatch SE Series 10 9 8 7 6 5 4 3 2 1(Gray/Silver)\", \"asin\": \"B082FTWL8V\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:11:59.077Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T01:11:59.077Z
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click
|
filter
|
rule
|
2025-04-08T01:11:59.077Z
|
train
| 69 |
2025-04-08T01:11:59.077Z
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click
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filter
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
<|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": "apple watch \u8868\u5e26 silver Gray nylon"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps", "asin": "B0716SKHHD", "price": "$14.99", "quantity": ""},
{"title": "Sport Loop Nylon Band Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm Ultra 2 iWatch Series 9 8 7 6 SE 5 4 3 2 1 Strap, Fit for iPhone Watch Band Women Men Stretchy", "asin": "B0BJD3FGRL", "price": "$10.07", "quantity": ""},
{"title": "Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE", "asin": "B0DLNPH88R", "price": "$9.99", "quantity": ""},
{"title": "Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE", "asin": "B0B6SC6N3D", "price": "$29.99", "quantity": ""},
{"title": "MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men", "asin": "B0CVF4DLNG", "price": "$39.00", "quantity": ""},
{"title": "Savior Survival Gear Paracord Watch Band - Compatible with Apple Watch Band 49mm 45mm 44mm 42mm - iWatch Band Series Ultra 9 8 7 6 5 4 3 2 1 SE - Adjustable - Men & Women (Blue w/Silver HW, Large)", "asin": "B07ZG7CB7V", "price": "$28.95", "quantity": ""},
{"title": "6 Pack Sport Nylon Loop Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Breathable Braided Straps for iWatch Series 10/9/8/7/6/5/4/3/SE/Ultra", "asin": "B0CYH4HRJ6", "price": "$10.49", "quantity": ""},
{"title": "Braided Stretchy Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Nylon Elastic Straps Wristbands for iWatch Series 10 9 8 7 6 SE 5 4 3 2 Ultra Ultra 2", "asin": "B0BR93H51V", "price": "$13.99", "quantity": ""},
{"title": "WFEAGL Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women, Grain Leather Strap Slim Thin Wristband for iWatch Ultra SE SE2 Series 10 9 8 7 6 5 4 3 2 1", "asin": "B07T95GP3D", "price": "$16.99", "quantity": ""},
{"title": "Slim Silver Band Women Feminine Elegant Compatible with Apple Watch 42mm 44mm 45mm 46mm 49mm Adjustable Metal Strap Dressy Chain Bracelet for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE/Ultra 1 2", "asin": "B0CJJ2XQC8", "price": "$17.99", "quantity": ""}
],
"ads": [
{
"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.",
"asin": "B0BQCXC82N"
},
{
"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Eligible for Prime.",
"asin": "B0BQ5RX2VQ"
},
{
"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.",
"asin": "B0BQ5VPRBC"
}
],
"search_results": [
{"title": "BARTON WATCH BANDS - Military Style Nylon Watch Bands Compatible with Apple Watch Models - 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, SE, Ultra & Ultra 2", "asin": "B08TPNB8PQ", "price": "$28.99", "delivery": "FREE delivery Apr 18 - 19"},
{"title": "BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps", "asin": "B0716SKHHD", "price": "$14.99", "delivery": "FREE delivery Apr 18 - 19"},
{"title": "SICCIDEN Slim Stretchy Bands Compatible with Apple Watch Band 42mm 41mm 40mm 38mm, Women Elastics Nylon Thin Strap for iWatch SE2 SE Series 10 9 8 7 6 5 4 3 2 1 (Light Gray/Silver)", "asin": "B098QB6FDG", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "AMANECER Stretchy Nylon Watch Bands Compatible with Apple Watch Series 9/8/7/6/5/4/3 SE 2/1, Adjustable Braided Elastic Sport Loop Rugged Straps for iWatch Women Men (Storm Gray, 38/40/41MM)", "asin": "B08TCB32XQ", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Lerobo Braided Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 41mm Ultra 2 49mm Series 6 5 SE 44mm 40mm Series 4 3 2 1 38mm 42mm Men iWatch Bands Women Stretchy Nylon Solo Loop Sport Strap", "asin": "B0CKPB8DNK", "price": "$7.19", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men", "asin": "B095K39ZYQ", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Sport Loop Nylon Band Compatible with Apple Watch Band 38mm/40mm/41mm/42mm for Series 10 Ultra 2 iWatch Series 10-1 Strap, Fit for iPhone Watch Band Women Men Stretchy Elastic Braided,armygreen", "asin": "B0BJD28RS9", "price": "$10.07", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE", "asin": "B0B6SC6N3D", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Archer Watch Straps - Canvas Straps for Apple Watch", "asin": "B082MSF4CB", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2", "asin": "B0CLDF2L63", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Getino Nylon Band Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 46mm 44mm 45mm 49mm Women Men, Breathable Soft Weave Stretchy Sport Strap for iWatch Series 10 9 8 7 6 5 4 3 SE Ultra 2 1, Gray", "asin": "B0D6RMS3PK", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Braided Stretchy Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Nylon Solo Loop Elastic Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0D972C5QK", "price": "$5.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Tensea (2 in 1) for Waterproof Apple Watch Screen Protector Case Series 9 8 7 41mm Accessories, iWatch Protective PC Face Cover Built-in Tempered Glass Film, Front and Back Bumper for Women Men, 41 mm", "asin": "B09Z1TSG3M", "price": "$12.97", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men", "asin": "B0CVF4DLNG", "price": "$39.00", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Braided Solo Loop Elastic Nylon Sports Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Parachute Buckle Strap for iWatch Series Ultra 2 Ultra 10 9 8 7 6 5 4 3 2 1 se", "asin": "B0DNZJWHF6", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "DaQin Nylon Sport Loop Compatible with Apple Watch Band 40mm 38mm 41mm 42mm 44mm 45mm 46mm 49mm, Soft Breathable Braided Wristbands for iWatch Band for Women Men Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0DCFSJQ2Q", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Hamile Braided Solo Loop Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 44mm 45mm 49mm for Women Men, Stretchy Soft Nylon Adjustable Sport Strap for iWatch Bands Series 9 8 7 6 5 4 3 SE Ultra 2", "asin": "B0CR9PK1PR", "price": "$2.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray", "asin": "B08ZSHTCTJ", "price": "$8.54", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE", "asin": "B0DLNPH88R", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Stretchy Sport Band Compatible with Apple Watch 46mm 45mm 44mm 42mm 49mm 41mm 40mm 38mm for Men Women, Elastic Solo Loop Nylon Strap Compatible for iWatch Series SE 10 9 8 7 6 5 4 3 2 Ultra", "asin": "B0CWD9V2NG", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "MioHHR Solid Stainless Steel Band Compatible with Apple Watch 44mm 42mm (Not Series 10), Metal Strap with Soft TPU Case for iWatch Series 6 5 4 3 2 1 SE Women and Men, Space Gray", "asin": "B08RB6JSJP", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Nylon Band Compatible with Apple Watch Band 42mm 44mm 40mm 38mm, Lightweight Breathable Sport Wrist Strap with Metal Buckle Compatible with iwatch Series 6/5/4/3/2/1 (Gray, 42mm/44mm)", "asin": "B08BZB4RSC", "price": "$9.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "POWER PRIMACY Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm-Series 10,Genuine Leather Strap Compatible for Women Men iWatch SE Series 10 9 8 7 6 5 4 3 2 1(Gray/Silver)", "asin": "B082FTWL8V", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T01:11:59.077Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>filter</answer_argument>",
"index": 69,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps\", \"asin\": \"B0716SKHHD\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Sport Loop Nylon Band Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm Ultra 2 iWatch Series 9 8 7 6 SE 5 4 3 2 1 Strap, Fit for iPhone Watch Band Women Men Stretchy\", \"asin\": \"B0BJD3FGRL\", \"price\": \"$10.07\", \"quantity\": \"\"},\n {\"title\": \"Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE\", \"asin\": \"B0DLNPH88R\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE\", \"asin\": \"B0B6SC6N3D\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men\", \"asin\": \"B0CVF4DLNG\", \"price\": \"$39.00\", \"quantity\": \"\"},\n {\"title\": \"Savior Survival Gear Paracord Watch Band - Compatible with Apple Watch Band 49mm 45mm 44mm 42mm - iWatch Band Series Ultra 9 8 7 6 5 4 3 2 1 SE - Adjustable - Men & Women (Blue w/Silver HW, Large)\", \"asin\": \"B07ZG7CB7V\", \"price\": \"$28.95\", \"quantity\": \"\"},\n {\"title\": \"6 Pack Sport Nylon Loop Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Breathable Braided Straps for iWatch Series 10/9/8/7/6/5/4/3/SE/Ultra\", \"asin\": \"B0CYH4HRJ6\", \"price\": \"$10.49\", \"quantity\": \"\"},\n {\"title\": \"Braided Stretchy Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Nylon Elastic Straps Wristbands for iWatch Series 10 9 8 7 6 SE 5 4 3 2 Ultra Ultra 2\", \"asin\": \"B0BR93H51V\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"WFEAGL Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women, Grain Leather Strap Slim Thin Wristband for iWatch Ultra SE SE2 Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B07T95GP3D\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Slim Silver Band Women Feminine Elegant Compatible with Apple Watch 42mm 44mm 45mm 46mm 49mm Adjustable Metal Strap Dressy Chain Bracelet for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE/Ultra 1 2\", \"asin\": \"B0CJJ2XQC8\", \"price\": \"$17.99\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.\",\n \"asin\": \"B0BQCXC82N\"\n},\n {\n \"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Eligible for Prime.\",\n \"asin\": \"B0BQ5RX2VQ\"\n},\n {\n \"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.\",\n \"asin\": \"B0BQ5VPRBC\"\n}\n ],\n \"search_results\": [\n {\"title\": \"BARTON WATCH BANDS - Military Style Nylon Watch Bands Compatible with Apple Watch Models - 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, SE, Ultra & Ultra 2\", \"asin\": \"B08TPNB8PQ\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Apr 18 - 19\"},\n {\"title\": \"BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps\", \"asin\": \"B0716SKHHD\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Apr 18 - 19\"},\n {\"title\": \"SICCIDEN Slim Stretchy Bands Compatible with Apple Watch Band 42mm 41mm 40mm 38mm, Women Elastics Nylon Thin Strap for iWatch SE2 SE Series 10 9 8 7 6 5 4 3 2 1 (Light Gray/Silver)\", \"asin\": \"B098QB6FDG\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"AMANECER Stretchy Nylon Watch Bands Compatible with Apple Watch Series 9/8/7/6/5/4/3 SE 2/1, Adjustable Braided Elastic Sport Loop Rugged Straps for iWatch Women Men (Storm Gray, 38/40/41MM)\", \"asin\": \"B08TCB32XQ\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Lerobo Braided Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 41mm Ultra 2 49mm Series 6 5 SE 44mm 40mm Series 4 3 2 1 38mm 42mm Men iWatch Bands Women Stretchy Nylon Solo Loop Sport Strap\", \"asin\": \"B0CKPB8DNK\", \"price\": \"$7.19\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men\", \"asin\": \"B095K39ZYQ\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Sport Loop Nylon Band Compatible with Apple Watch Band 38mm/40mm/41mm/42mm for Series 10 Ultra 2 iWatch Series 10-1 Strap, Fit for iPhone Watch Band Women Men Stretchy Elastic Braided,armygreen\", \"asin\": \"B0BJD28RS9\", \"price\": \"$10.07\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE\", \"asin\": \"B0B6SC6N3D\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Archer Watch Straps - Canvas Straps for Apple Watch\", \"asin\": \"B082MSF4CB\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2\", \"asin\": \"B0CLDF2L63\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Getino Nylon Band Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 46mm 44mm 45mm 49mm Women Men, Breathable Soft Weave Stretchy Sport Strap for iWatch Series 10 9 8 7 6 5 4 3 SE Ultra 2 1, Gray\", \"asin\": \"B0D6RMS3PK\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Braided Stretchy Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Nylon Solo Loop Elastic Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0D972C5QK\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Tensea (2 in 1) for Waterproof Apple Watch Screen Protector Case Series 9 8 7 41mm Accessories, iWatch Protective PC Face Cover Built-in Tempered Glass Film, Front and Back Bumper for Women Men, 41 mm\", \"asin\": \"B09Z1TSG3M\", \"price\": \"$12.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men\", \"asin\": \"B0CVF4DLNG\", \"price\": \"$39.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Braided Solo Loop Elastic Nylon Sports Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Parachute Buckle Strap for iWatch Series Ultra 2 Ultra 10 9 8 7 6 5 4 3 2 1 se\", \"asin\": \"B0DNZJWHF6\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"DaQin Nylon Sport Loop Compatible with Apple Watch Band 40mm 38mm 41mm 42mm 44mm 45mm 46mm 49mm, Soft Breathable Braided Wristbands for iWatch Band for Women Men Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0DCFSJQ2Q\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Hamile Braided Solo Loop Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 44mm 45mm 49mm for Women Men, Stretchy Soft Nylon Adjustable Sport Strap for iWatch Bands Series 9 8 7 6 5 4 3 SE Ultra 2\", \"asin\": \"B0CR9PK1PR\", \"price\": \"$2.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray\", \"asin\": \"B08ZSHTCTJ\", \"price\": \"$8.54\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE\", \"asin\": \"B0DLNPH88R\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stretchy Sport Band Compatible with Apple Watch 46mm 45mm 44mm 42mm 49mm 41mm 40mm 38mm for Men Women, Elastic Solo Loop Nylon Strap Compatible for iWatch Series SE 10 9 8 7 6 5 4 3 2 Ultra\", \"asin\": \"B0CWD9V2NG\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"MioHHR Solid Stainless Steel Band Compatible with Apple Watch 44mm 42mm (Not Series 10), Metal Strap with Soft TPU Case for iWatch Series 6 5 4 3 2 1 SE Women and Men, Space Gray\", \"asin\": \"B08RB6JSJP\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Nylon Band Compatible with Apple Watch Band 42mm 44mm 40mm 38mm, Lightweight Breathable Sport Wrist Strap with Metal Buckle Compatible with iwatch Series 6/5/4/3/2/1 (Gray, 42mm/44mm)\", \"asin\": \"B08BZB4RSC\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"POWER PRIMACY Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm-Series 10,Genuine Leather Strap Compatible for Women Men iWatch SE Series 10 9 8 7 6 5 4 3 2 1(Gray/Silver)\", \"asin\": \"B082FTWL8V\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:11:59.077Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1\", \"asin\": \"B0BXCWB3KR\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Sport Loop Band Compatible with Apple Watch Band 38mm 40mm 42mm 44mm iWatch Series 6 5 SE 4 3 2 1 Strap, Nylon Velcro Women Men Stretchy Elastic Braided Adjustable Wristband, 38mm 40mm Cape Cod Blue\", \"asin\": \"B098F7CB8C\", \"price\": \"$10.07\", \"quantity\": \"\"},\n {\"title\": \"AMSKY 6 Pack Sport Nylon Loop Bands Compatible with Apple Watch Band 40mm 41mm 38mm 42mm 44mm 45mm 46mm 49mm for Women Men,Stretchy Vel-Cro Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0DP1VZYD4\", \"price\": \"$12.33\", \"quantity\": \"\"},\n {\"title\": \"DaQin 3 Pack Adjustable Elastic Band Compatible with Apple Watch Bands 41mm 40mm 38mm 45mm 46mm 44mm 42mm Women Men, Stretchy Soft Nylon Strap for Apple Watch SE iWatch Series 10/9/8/7/6/5/4/3/2/1\", \"asin\": \"B095W4RRWL\", \"price\": \"$12.99\", \"quantity\": \"\"},\n {\"title\": \"Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm, Silicone Magnetic Adjustable Loop Strap for iWatch Ultra 2 Series 10 9 8 7 SE 6 5 4 (42/41/40/38, Gray Blue)\", \"asin\": \"B0CX48YHCK\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1\", \"asin\": \"B0B857HHFR\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Wearlizer Leather Band Compatible with Apple Watch Bands Women 41mm 40mm 38mm 49mm 46mm 45mm 44mm 42mm, Fancy Dressy Strap for iWatch Series 10 9 8 Ultra SE 7 6 5 4 3 2 1\", \"asin\": \"B0B4NYR26K\", \"price\": \"$16.97\", \"quantity\": \"\"},\n {\"title\": \"JR.DM Resin Stretchy White Tortoise Fancy Beaded Bracelet Light Watch Band Women Compatible with Apple Watch Band 38mm 40mm 41mm Strap Wristband for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE\", \"asin\": \"B0CGLXL9N7\", \"price\": \"$15.99\", \"quantity\": \"\"},\n {\"title\": \"Sport Bands Compatible with Apple Watch Ultra Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm,Men Women Soft Silicone Waterproof Strap for iWatch Series 8 7 6 5 4 3 2 SE Ultra (42/44/45/49mm, Orange yellow)\", \"asin\": \"B0C71FNHS3\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Slim Silver Band for Women Feminine Elegant Compatible with Apple Watch 38mm 40mm 41mm 42mm (S10) Adjustable Metal Strap Dressy Chain Bracelet for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE\", \"asin\": \"B0CHRWKGBV\", \"price\": \"$16.99\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Eligible for Prime.\",\n \"asin\": \"B0BQ5RX2VQ\"\n}\n ],\n \"search_results\": [\n {\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\", \"asin\": \"B09ZP9W14Q\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Archer Watch Straps - Canvas Straps for Apple Watch\", \"asin\": \"B082MTS2LJ\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 13 - 16 for Prime members\"},\n {\"title\": \"AMANECER Stretchy Nylon Watch Bands Compatible with Apple Watch Series 9/8/7/6/5/4/3 SE 2/1, Adjustable Braided Elastic Sport Loop Rugged Straps for iWatch Women Men (Storm Gray, 38/40/41MM)\", \"asin\": \"B08TCB32XQ\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Lerobo Braided Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 41mm Ultra 2 49mm Series 6 5 SE 44mm 40mm Series 4 3 2 1 38mm 42mm Men iWatch Bands Women Stretchy Nylon Solo Loop Sport Strap\", \"asin\": \"B0CKPB8DNK\", \"price\": \"$7.19\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"SICCIDEN Slim Stretchy Bands Compatible with Apple Watch Band 42mm 41mm 40mm 38mm, Women Elastics Nylon Thin Strap for iWatch SE2 SE Series 10 9 8 7 6 5 4 3 2 1 (Light Gray/Silver)\", \"asin\": \"B098QB6FDG\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men\", \"asin\": \"B095K39ZYQ\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"4 Pack Stretchy Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Sport Nylon Elastic Straps Braided Wristbands for iWatch Series 10 9 8 7 6 5 4 3 Ultra SE\", \"asin\": \"B0B7JM3SLZ\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1\", \"asin\": \"B0BXCWB3KR\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Braided Stretchy Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Nylon Solo Loop Elastic Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0D972C5QK\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2\", \"asin\": \"B0CLDF2L63\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Getino Nylon Band Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 46mm 44mm 45mm 49mm Women Men, Breathable Soft Weave Stretchy Sport Strap for iWatch Series 10 9 8 7 6 5 4 3 SE Ultra 2 1, Gray\", \"asin\": \"B0D6RMS3PK\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Braided Solo Loop Elastic Nylon Sports Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Parachute Buckle Strap for iWatch Series Ultra 2 Ultra 10 9 8 7 6 5 4 3 2 1 se\", \"asin\": \"B0DNZJWHF6\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1\", \"asin\": \"B096RY7KTN\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"DaQin Nylon Sport Loop Compatible with Apple Watch Band 40mm 38mm 41mm 42mm 44mm 45mm 46mm 49mm, Soft Breathable Braided Wristbands for iWatch Band for Women Men Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0DCFSJQ2Q\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Archer Watch Straps - Canvas Straps for Apple Watch\", \"asin\": \"B082MSF4CB\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Hamile Braided Solo Loop Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 44mm 45mm 49mm for Women Men, Stretchy Soft Nylon Adjustable Sport Strap for iWatch Bands Series 9 8 7 6 5 4 3 SE Ultra 2\", \"asin\": \"B0CR9PK1PR\", \"price\": \"$2.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray\", \"asin\": \"B08ZSHTCTJ\", \"price\": \"$8.54\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Sport Loop Band Compatible with Apple Watch Band 38mm 40mm 42mm 44mm iWatch Series 6 5 SE 4 3 2 1 Strap, Nylon Velcro Women Men Stretchy Elastic Braided Adjustable Wristband, 38mm 40mm Cape Cod Blue\", \"asin\": \"B098F7CB8C\", \"price\": \"$10.07\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stretchy Sport Band Compatible with Apple Watch 46mm 45mm 44mm 42mm 49mm 41mm 40mm 38mm for Men Women, Elastic Solo Loop Nylon Strap Compatible for iWatch Series SE 10 9 8 7 6 5 4 3 2 Ultra\", \"asin\": \"B0CWD9V2NG\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stretchy Braided Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Adjustable Elastic Nylon for iWatch Series 10 9 8 7 6 5 4 3 2 Se Ultra Ultra 2\", \"asin\": \"B096SB6GVV\", \"price\": \"$8.54\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Nylon Sport Loop Band Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Soft Adjustable Replacement Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra 2/1\", \"asin\": \"B0DB5FD71J\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Arae Magnetic Stretchy Watch Band Compatible for Apple Watch Band 49mm 45mm 44mm 42mm, Comfortable Adjustable Straps Wristbands for iWatch Series 9 8 7 6 5 4 SE 3 2 1 Ultra Women Men,Space Gray\", \"asin\": \"B0CZDRX9GQ\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:12:05.683Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T01:12:05.683Z
|
click_product
|
B09ZP9W14Q
|
rule
|
2025-04-08T01:12:05.683Z
|
train
| 70 |
2025-04-08T01:12:05.683Z
|
click_product
|
B09ZP9W14Q
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
<|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": "apple watch \u8868\u5e26 silver Gray nylon"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1", "asin": "B0BXCWB3KR", "price": "$9.99", "quantity": ""},
{"title": "Sport Loop Band Compatible with Apple Watch Band 38mm 40mm 42mm 44mm iWatch Series 6 5 SE 4 3 2 1 Strap, Nylon Velcro Women Men Stretchy Elastic Braided Adjustable Wristband, 38mm 40mm Cape Cod Blue", "asin": "B098F7CB8C", "price": "$10.07", "quantity": ""},
{"title": "AMSKY 6 Pack Sport Nylon Loop Bands Compatible with Apple Watch Band 40mm 41mm 38mm 42mm 44mm 45mm 46mm 49mm for Women Men,Stretchy Vel-Cro Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0DP1VZYD4", "price": "$12.33", "quantity": ""},
{"title": "DaQin 3 Pack Adjustable Elastic Band Compatible with Apple Watch Bands 41mm 40mm 38mm 45mm 46mm 44mm 42mm Women Men, Stretchy Soft Nylon Strap for Apple Watch SE iWatch Series 10/9/8/7/6/5/4/3/2/1", "asin": "B095W4RRWL", "price": "$12.99", "quantity": ""},
{"title": "Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm, Silicone Magnetic Adjustable Loop Strap for iWatch Ultra 2 Series 10 9 8 7 SE 6 5 4 (42/41/40/38, Gray Blue)", "asin": "B0CX48YHCK", "price": "$19.99", "quantity": ""},
{"title": "Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1", "asin": "B0B857HHFR", "price": "$9.99", "quantity": ""},
{"title": "Wearlizer Leather Band Compatible with Apple Watch Bands Women 41mm 40mm 38mm 49mm 46mm 45mm 44mm 42mm, Fancy Dressy Strap for iWatch Series 10 9 8 Ultra SE 7 6 5 4 3 2 1", "asin": "B0B4NYR26K", "price": "$16.97", "quantity": ""},
{"title": "JR.DM Resin Stretchy White Tortoise Fancy Beaded Bracelet Light Watch Band Women Compatible with Apple Watch Band 38mm 40mm 41mm Strap Wristband for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE", "asin": "B0CGLXL9N7", "price": "$15.99", "quantity": ""},
{"title": "Sport Bands Compatible with Apple Watch Ultra Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm,Men Women Soft Silicone Waterproof Strap for iWatch Series 8 7 6 5 4 3 2 SE Ultra (42/44/45/49mm, Orange yellow)", "asin": "B0C71FNHS3", "price": "$9.99", "quantity": ""},
{"title": "Slim Silver Band for Women Feminine Elegant Compatible with Apple Watch 38mm 40mm 41mm 42mm (S10) Adjustable Metal Strap Dressy Chain Bracelet for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE", "asin": "B0CHRWKGBV", "price": "$16.99", "quantity": ""}
],
"ads": [
{
"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Eligible for Prime.",
"asin": "B0BQ5RX2VQ"
}
],
"search_results": [
{"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black", "asin": "B09ZP9W14Q", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Archer Watch Straps - Canvas Straps for Apple Watch", "asin": "B082MTS2LJ", "price": "$29.99", "delivery": "FREE delivery Apr 13 - 16 for Prime members"},
{"title": "AMANECER Stretchy Nylon Watch Bands Compatible with Apple Watch Series 9/8/7/6/5/4/3 SE 2/1, Adjustable Braided Elastic Sport Loop Rugged Straps for iWatch Women Men (Storm Gray, 38/40/41MM)", "asin": "B08TCB32XQ", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Lerobo Braided Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 41mm Ultra 2 49mm Series 6 5 SE 44mm 40mm Series 4 3 2 1 38mm 42mm Men iWatch Bands Women Stretchy Nylon Solo Loop Sport Strap", "asin": "B0CKPB8DNK", "price": "$7.19", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "SICCIDEN Slim Stretchy Bands Compatible with Apple Watch Band 42mm 41mm 40mm 38mm, Women Elastics Nylon Thin Strap for iWatch SE2 SE Series 10 9 8 7 6 5 4 3 2 1 (Light Gray/Silver)", "asin": "B098QB6FDG", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men", "asin": "B095K39ZYQ", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "4 Pack Stretchy Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Sport Nylon Elastic Straps Braided Wristbands for iWatch Series 10 9 8 7 6 5 4 3 Ultra SE", "asin": "B0B7JM3SLZ", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1", "asin": "B0BXCWB3KR", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Braided Stretchy Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Nylon Solo Loop Elastic Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0D972C5QK", "price": "$5.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2", "asin": "B0CLDF2L63", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Getino Nylon Band Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 46mm 44mm 45mm 49mm Women Men, Breathable Soft Weave Stretchy Sport Strap for iWatch Series 10 9 8 7 6 5 4 3 SE Ultra 2 1, Gray", "asin": "B0D6RMS3PK", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Braided Solo Loop Elastic Nylon Sports Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Parachute Buckle Strap for iWatch Series Ultra 2 Ultra 10 9 8 7 6 5 4 3 2 1 se", "asin": "B0DNZJWHF6", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1", "asin": "B096RY7KTN", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "DaQin Nylon Sport Loop Compatible with Apple Watch Band 40mm 38mm 41mm 42mm 44mm 45mm 46mm 49mm, Soft Breathable Braided Wristbands for iWatch Band for Women Men Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0DCFSJQ2Q", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Archer Watch Straps - Canvas Straps for Apple Watch", "asin": "B082MSF4CB", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Hamile Braided Solo Loop Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 44mm 45mm 49mm for Women Men, Stretchy Soft Nylon Adjustable Sport Strap for iWatch Bands Series 9 8 7 6 5 4 3 SE Ultra 2", "asin": "B0CR9PK1PR", "price": "$2.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray", "asin": "B08ZSHTCTJ", "price": "$8.54", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Sport Loop Band Compatible with Apple Watch Band 38mm 40mm 42mm 44mm iWatch Series 6 5 SE 4 3 2 1 Strap, Nylon Velcro Women Men Stretchy Elastic Braided Adjustable Wristband, 38mm 40mm Cape Cod Blue", "asin": "B098F7CB8C", "price": "$10.07", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
{"title": "Stretchy Sport Band Compatible with Apple Watch 46mm 45mm 44mm 42mm 49mm 41mm 40mm 38mm for Men Women, Elastic Solo Loop Nylon Strap Compatible for iWatch Series SE 10 9 8 7 6 5 4 3 2 Ultra", "asin": "B0CWD9V2NG", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Stretchy Braided Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Adjustable Elastic Nylon for iWatch Series 10 9 8 7 6 5 4 3 2 Se Ultra Ultra 2", "asin": "B096SB6GVV", "price": "$8.54", "delivery": "FREE delivery Thu, Apr 10"},
{"title": "Nylon Sport Loop Band Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Soft Adjustable Replacement Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra 2/1", "asin": "B0DB5FD71J", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
{"title": "Arae Magnetic Stretchy Watch Band Compatible for Apple Watch Band 49mm 45mm 44mm 42mm, Comfortable Adjustable Straps Wristbands for iWatch Series 9 8 7 6 5 4 SE 3 2 1 Ultra Women Men,Space Gray", "asin": "B0CZDRX9GQ", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T01:12:05.683Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click_product</answer_action><answer_argument>B09ZP9W14Q</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B09ZP9W14Q</answer_argument>",
"index": 70,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1\", \"asin\": \"B0BXCWB3KR\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Sport Loop Band Compatible with Apple Watch Band 38mm 40mm 42mm 44mm iWatch Series 6 5 SE 4 3 2 1 Strap, Nylon Velcro Women Men Stretchy Elastic Braided Adjustable Wristband, 38mm 40mm Cape Cod Blue\", \"asin\": \"B098F7CB8C\", \"price\": \"$10.07\", \"quantity\": \"\"},\n {\"title\": \"AMSKY 6 Pack Sport Nylon Loop Bands Compatible with Apple Watch Band 40mm 41mm 38mm 42mm 44mm 45mm 46mm 49mm for Women Men,Stretchy Vel-Cro Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0DP1VZYD4\", \"price\": \"$12.33\", \"quantity\": \"\"},\n {\"title\": \"DaQin 3 Pack Adjustable Elastic Band Compatible with Apple Watch Bands 41mm 40mm 38mm 45mm 46mm 44mm 42mm Women Men, Stretchy Soft Nylon Strap for Apple Watch SE iWatch Series 10/9/8/7/6/5/4/3/2/1\", \"asin\": \"B095W4RRWL\", \"price\": \"$12.99\", \"quantity\": \"\"},\n {\"title\": \"Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm, Silicone Magnetic Adjustable Loop Strap for iWatch Ultra 2 Series 10 9 8 7 SE 6 5 4 (42/41/40/38, Gray Blue)\", \"asin\": \"B0CX48YHCK\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1\", \"asin\": \"B0B857HHFR\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Wearlizer Leather Band Compatible with Apple Watch Bands Women 41mm 40mm 38mm 49mm 46mm 45mm 44mm 42mm, Fancy Dressy Strap for iWatch Series 10 9 8 Ultra SE 7 6 5 4 3 2 1\", \"asin\": \"B0B4NYR26K\", \"price\": \"$16.97\", \"quantity\": \"\"},\n {\"title\": \"JR.DM Resin Stretchy White Tortoise Fancy Beaded Bracelet Light Watch Band Women Compatible with Apple Watch Band 38mm 40mm 41mm Strap Wristband for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE\", \"asin\": \"B0CGLXL9N7\", \"price\": \"$15.99\", \"quantity\": \"\"},\n {\"title\": \"Sport Bands Compatible with Apple Watch Ultra Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm,Men Women Soft Silicone Waterproof Strap for iWatch Series 8 7 6 5 4 3 2 SE Ultra (42/44/45/49mm, Orange yellow)\", \"asin\": \"B0C71FNHS3\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Slim Silver Band for Women Feminine Elegant Compatible with Apple Watch 38mm 40mm 41mm 42mm (S10) Adjustable Metal Strap Dressy Chain Bracelet for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE\", \"asin\": \"B0CHRWKGBV\", \"price\": \"$16.99\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Eligible for Prime.\",\n \"asin\": \"B0BQ5RX2VQ\"\n}\n ],\n \"search_results\": [\n {\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\", \"asin\": \"B09ZP9W14Q\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Archer Watch Straps - Canvas Straps for Apple Watch\", \"asin\": \"B082MTS2LJ\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 13 - 16 for Prime members\"},\n {\"title\": \"AMANECER Stretchy Nylon Watch Bands Compatible with Apple Watch Series 9/8/7/6/5/4/3 SE 2/1, Adjustable Braided Elastic Sport Loop Rugged Straps for iWatch Women Men (Storm Gray, 38/40/41MM)\", \"asin\": \"B08TCB32XQ\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Lerobo Braided Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 41mm Ultra 2 49mm Series 6 5 SE 44mm 40mm Series 4 3 2 1 38mm 42mm Men iWatch Bands Women Stretchy Nylon Solo Loop Sport Strap\", \"asin\": \"B0CKPB8DNK\", \"price\": \"$7.19\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"SICCIDEN Slim Stretchy Bands Compatible with Apple Watch Band 42mm 41mm 40mm 38mm, Women Elastics Nylon Thin Strap for iWatch SE2 SE Series 10 9 8 7 6 5 4 3 2 1 (Light Gray/Silver)\", \"asin\": \"B098QB6FDG\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men\", \"asin\": \"B095K39ZYQ\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"4 Pack Stretchy Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Sport Nylon Elastic Straps Braided Wristbands for iWatch Series 10 9 8 7 6 5 4 3 Ultra SE\", \"asin\": \"B0B7JM3SLZ\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1\", \"asin\": \"B0BXCWB3KR\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Braided Stretchy Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Nylon Solo Loop Elastic Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0D972C5QK\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2\", \"asin\": \"B0CLDF2L63\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Getino Nylon Band Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 46mm 44mm 45mm 49mm Women Men, Breathable Soft Weave Stretchy Sport Strap for iWatch Series 10 9 8 7 6 5 4 3 SE Ultra 2 1, Gray\", \"asin\": \"B0D6RMS3PK\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Braided Solo Loop Elastic Nylon Sports Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Parachute Buckle Strap for iWatch Series Ultra 2 Ultra 10 9 8 7 6 5 4 3 2 1 se\", \"asin\": \"B0DNZJWHF6\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1\", \"asin\": \"B096RY7KTN\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"DaQin Nylon Sport Loop Compatible with Apple Watch Band 40mm 38mm 41mm 42mm 44mm 45mm 46mm 49mm, Soft Breathable Braided Wristbands for iWatch Band for Women Men Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0DCFSJQ2Q\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Archer Watch Straps - Canvas Straps for Apple Watch\", \"asin\": \"B082MSF4CB\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Hamile Braided Solo Loop Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 44mm 45mm 49mm for Women Men, Stretchy Soft Nylon Adjustable Sport Strap for iWatch Bands Series 9 8 7 6 5 4 3 SE Ultra 2\", \"asin\": \"B0CR9PK1PR\", \"price\": \"$2.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray\", \"asin\": \"B08ZSHTCTJ\", \"price\": \"$8.54\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Sport Loop Band Compatible with Apple Watch Band 38mm 40mm 42mm 44mm iWatch Series 6 5 SE 4 3 2 1 Strap, Nylon Velcro Women Men Stretchy Elastic Braided Adjustable Wristband, 38mm 40mm Cape Cod Blue\", \"asin\": \"B098F7CB8C\", \"price\": \"$10.07\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n {\"title\": \"Stretchy Sport Band Compatible with Apple Watch 46mm 45mm 44mm 42mm 49mm 41mm 40mm 38mm for Men Women, Elastic Solo Loop Nylon Strap Compatible for iWatch Series SE 10 9 8 7 6 5 4 3 2 Ultra\", \"asin\": \"B0CWD9V2NG\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Stretchy Braided Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Adjustable Elastic Nylon for iWatch Series 10 9 8 7 6 5 4 3 2 Se Ultra Ultra 2\", \"asin\": \"B096SB6GVV\", \"price\": \"$8.54\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n {\"title\": \"Nylon Sport Loop Band Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Soft Adjustable Replacement Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra 2/1\", \"asin\": \"B0DB5FD71J\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n {\"title\": \"Arae Magnetic Stretchy Watch Band Compatible for Apple Watch Band 49mm 45mm 44mm 42mm, Comfortable Adjustable Straps Wristbands for iWatch Series 9 8 7 6 5 4 SE 3 2 1 Ultra Women Men,Space Gray\", \"asin\": \"B0CZDRX9GQ\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:12:05.683Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B09ZP9W14Q\"\n},\n {\n \"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\"\n},\n {\n \"price\": \"$9.99\"\n},\n {\n \"bullet_list\": \"\\u3010Compatible Model & Fit Wrist Size\\u3011\\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \\u3010Material & Design\\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \\u3010Strong magnetic & Breathable\\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \\u3010Great Gift for Men & Women\\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \\u3010What You Get & 24-Hours Online Service \\u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Black\"\n},\n {\n \"Size\": \"Series10 42mm/41mm/40mm/38mm\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"},\n {\"title\": \"Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor\", \"asin\": \"B0DMNTM7VS\", \"price\": \"$6.38\", \"quantity\": \"\"},\n {\"title\": \"TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women\", \"asin\": \"B0CJLBXL8P\", \"price\": \"$7.97\", \"quantity\": \"\"},\n {\"title\": \"WANLISS Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm for Women Men, Magnetic Stainless Steel for iWatch Se Ultra Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0DSBBZMD8\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Sport Band Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm, Soft Silicone Wristband Strap with Classic Clasp for iWatch Series 10 9 Ultra SE 8 7 6 5 4 3 2 1 for Women Men\", \"asin\": \"B0B1LYSB67\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...\", \"asin\": \"B0D3X583MY\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women\", \"asin\": \"B0CJLBXL8P\", \"price\": \"$7.97\", \"quantity\": \"\"},\n {\"title\": \"Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1\", \"asin\": \"B096RY7KTN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1\", \"asin\": \"B0DFQ7FC5X\", \"price\": \"$15.29\", \"quantity\": \"\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\", \"asin\": \"B09ZP9W14Q\", \"price\": \"$9.99\"},\n {\"title\": \"TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm\", \"asin\": \"B08QHLG36R\", \"price\": \"$15.99\"},\n {\"title\": \"CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DJX9W3BD\", \"price\": \"$9.99\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\"},\n {\"title\": \"Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black\", \"asin\": \"B0CZ92TGJK\", \"price\": \"$12.99\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:12:14.918Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T01:12:14.918Z
|
click
|
product_option
|
rule
|
2025-04-08T01:12:14.918Z
|
train
| 71 |
2025-04-08T01:12:14.918Z
|
click
|
product_option
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
<|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": "apple watch \u8868\u5e26 silver Gray nylon"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"product_details": [
{
"asin": "B09ZP9W14Q"
},
{
"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black"
},
{
"price": "$9.99"
},
{
"bullet_list": "\u3010Compatible Model & Fit Wrist Size\u3011\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \u3010Material & Design\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \u3010Strong magnetic & Breathable\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \u3010Great Gift for Men & Women\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \u3010What You Get & 24-Hours Online Service \u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h"
}
],
"product_quantity": [
{
"quantity": "1"
}
],
"product_options": [
{
"Color": "Black"
},
{
"Size": "Series10 42mm/41mm/40mm/38mm"
}
],
"promotion_items": [
{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""},
{"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""},
{"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""},
{"title": "Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor", "asin": "B0DMNTM7VS", "price": "$6.38", "quantity": ""},
{"title": "TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women", "asin": "B0CJLBXL8P", "price": "$7.97", "quantity": ""},
{"title": "WANLISS Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm for Women Men, Magnetic Stainless Steel for iWatch Se Ultra Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0DSBBZMD8", "price": "$9.99", "quantity": ""},
{"title": "Sport Band Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm, Soft Silicone Wristband Strap with Classic Clasp for iWatch Series 10 9 Ultra SE 8 7 6 5 4 3 2 1 for Women Men", "asin": "B0B1LYSB67", "price": "$9.99", "quantity": ""},
{"title": "Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...", "asin": "B0D3X583MY", "price": "$21.99", "quantity": ""},
{"title": "TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women", "asin": "B0CJLBXL8P", "price": "$7.97", "quantity": ""},
{"title": "Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1", "asin": "B096RY7KTN", "price": "$9.99", "quantity": ""},
{"title": "SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1", "asin": "B0DFQ7FC5X", "price": "$15.29", "quantity": ""},
{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""},
{"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""},
{"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""}
],
"comparison_items": [
{"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black", "asin": "B09ZP9W14Q", "price": "$9.99"},
{"title": "TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm", "asin": "B08QHLG36R", "price": "$15.99"},
{"title": "CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DJX9W3BD", "price": "$9.99"},
{"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99"},
{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99"},
{"title": "Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black", "asin": "B0CZ92TGJK", "price": "$12.99"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T01:12:14.918Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>",
"index": 71,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B09ZP9W14Q\"\n},\n {\n \"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\"\n},\n {\n \"price\": \"$9.99\"\n},\n {\n \"bullet_list\": \"\\u3010Compatible Model & Fit Wrist Size\\u3011\\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \\u3010Material & Design\\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \\u3010Strong magnetic & Breathable\\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \\u3010Great Gift for Men & Women\\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \\u3010What You Get & 24-Hours Online Service \\u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Black\"\n},\n {\n \"Size\": \"Series10 42mm/41mm/40mm/38mm\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"},\n {\"title\": \"Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor\", \"asin\": \"B0DMNTM7VS\", \"price\": \"$6.38\", \"quantity\": \"\"},\n {\"title\": \"TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women\", \"asin\": \"B0CJLBXL8P\", \"price\": \"$7.97\", \"quantity\": \"\"},\n {\"title\": \"WANLISS Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm for Women Men, Magnetic Stainless Steel for iWatch Se Ultra Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0DSBBZMD8\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Sport Band Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm, Soft Silicone Wristband Strap with Classic Clasp for iWatch Series 10 9 Ultra SE 8 7 6 5 4 3 2 1 for Women Men\", \"asin\": \"B0B1LYSB67\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...\", \"asin\": \"B0D3X583MY\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women\", \"asin\": \"B0CJLBXL8P\", \"price\": \"$7.97\", \"quantity\": \"\"},\n {\"title\": \"Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1\", \"asin\": \"B096RY7KTN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1\", \"asin\": \"B0DFQ7FC5X\", \"price\": \"$15.29\", \"quantity\": \"\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\", \"asin\": \"B09ZP9W14Q\", \"price\": \"$9.99\"},\n {\"title\": \"TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm\", \"asin\": \"B08QHLG36R\", \"price\": \"$15.99\"},\n {\"title\": \"CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DJX9W3BD\", \"price\": \"$9.99\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\"},\n {\"title\": \"Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black\", \"asin\": \"B0CZ92TGJK\", \"price\": \"$12.99\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:12:14.918Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B09ZP8FB8F\"\n},\n {\n \"title\": \"EPULY Compatible with Apple Watch Band 38mm 40mm 41mm 42mm(Series 10),Stainless Steel Mesh Loop Magnetic Clasp Bands for iWatch Series SE 9 8 7 6 5 4 Women Men-42/41/40/38mm Black\"\n},\n {\n \"price\": \"$10.99\"\n},\n {\n \"bullet_list\": \"\\u3010Compatible Model & Fit Wrist Size\\u3011\\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch band 42mm(2024 series 10),41mm 40mm 38mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2, series 1. Fits 5.90-7.2 inch wrist (150mm-180mm). \\u3010Material & Design\\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \\u3010Strong magnetic & Breathable\\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \\u3010Great Gift for Men & Women\\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \\u3010What You Get & 24-Hours Online Service \\u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Black\"\n},\n {\n \"Size\": \"Series10 46mm/Ultra2 49mm/45mm/44mm\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Double Magnetic Compatible for Apple Watch Band Ultra 2,SE, Stainless Steel Strap M...\", \"asin\": \"B095C9G5DS\", \"price\": \"$9.98\", \"quantity\": \"\"},\n {\"title\": \"TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women\", \"asin\": \"B0CJLBXL8P\", \"price\": \"$7.97\", \"quantity\": \"\"},\n {\"title\": \"CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex\", \"asin\": \"B0CY58116N\", \"price\": \"$16.77\", \"quantity\": \"\"},\n {\"title\": \"Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...\", \"asin\": \"B0DSBBZMD8\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1\", \"asin\": \"B0BXCV38FZ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Fullmosa Compatible Apple Watch Bands 49mm 45mm 46mm 44mm 42mm 41mm 40mm 38mm, Metal iWatch Band with Case for Apple Watch Ultra Series 10 9 8 7 6 5 4 3 2 1 SE, 42mm 44mm 45mm Black\", \"asin\": \"B07F1RRQXQ\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"SUNFWR Compatible with Apple Watch Band 45mm 44mm 42mm for Men Women, Stainless Steel Metal iWatch Band with Case for Apple Watch Series 9/8/7/6/5/4/3/2/1/SE/SE2(Black, 42mm 44mm 45mm)\", \"asin\": \"B0C1PZ281T\", \"price\": \"$12.39\", \"quantity\": \"\"},\n {\"title\": \"Anlinser Magnetic Bands Compatible with Apple Watch Band 49/46/45 44/42/41/40/38mm, Women Men Double Side Reversible Strap for iWatch Ultra 2 Series 10/9/8/7-1 SE (42/41/40/38, Black/Gray)\", \"asin\": \"B0B77H459X\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex\", \"asin\": \"B0CY58116N\", \"price\": \"$16.77\", \"quantity\": \"\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Sport Loop Band Compatible with Apple Watch Bands for Men 44mm 46mm 45mm 49mm 42mm ...\", \"asin\": \"B0D2H67XGX\", \"price\": \"$4.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EPULY Compatible with Apple Watch Band 38mm 40mm 41mm 42mm(Series 10),Stainless Steel Mesh Loop Magnetic Clasp Bands for iWatch Series SE 9 8 7 6 5 4 Women Men-42/41/40/38mm Black\", \"asin\": \"B09ZP8FB8F\", \"price\": \"$10.99\"},\n {\"title\": \"BELONGME 3 Pack Mesh Loop Compatible with Apple Watch Bands for Women Men 40mm 41mm 38mm 42mm 44mm 45mm 49mm 46mm Series 10 9 8 7 6 5 4 3 2 1 Ultra SE, Stainless Steel Metal Magnetic Strap for iWatch\", \"asin\": \"B0CPDFX35C\", \"price\": \"$10.85\"},\n {\"title\": \"Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm 46mm men and women, Mesh Loop Magnetic Clasp Replacement for iWatch Bands Ultra Series 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0CHVRX6QG\", \"price\": \"$14.99\"},\n {\"title\": \"OULUOQI Stainless Steel Mesh Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Magnetic Clasp Replacement Strap for iwatch Series Ultra SE 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0DQDFXB88\", \"price\": \"$12.74\"},\n {\"title\": \"SUNFWR Compatible with Apple Watch Band 42mm for Men Women, Stainless Steel Metal iWatch Band with Case for Apple Watch Series 10 (Black, 42mm\\uff0810 Series)\", \"asin\": \"B0DGKWYJBQ\", \"price\": \"$16.99\"},\n {\"title\": \"Sunnywoo Milanese Mesh Loop Compatible with Apple Watch Bands 42mm 44mm 45mm 46mm 49mm 38mm 40mm 41mm for Men Women, Stainless Steel Mesh strap for iWatch Series 10 9 8 7 6 SE 5 4 3 2 1 Ultra\", \"asin\": \"B09C7ZV6JN\", \"price\": \"$10.91\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:13:12.521Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T01:13:12.521Z
|
click
|
product_option
|
rule
|
2025-04-08T01:13:12.521Z
|
train
| 72 |
2025-04-08T01:13:12.521Z
|
click
|
product_option
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
<|action_end|>
<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
{
"search_term": [
{
"term": "apple watch \u8868\u5e26 silver Gray nylon"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"product_details": [
{
"asin": "B09ZP8FB8F"
},
{
"title": "EPULY Compatible with Apple Watch Band 38mm 40mm 41mm 42mm(Series 10),Stainless Steel Mesh Loop Magnetic Clasp Bands for iWatch Series SE 9 8 7 6 5 4 Women Men-42/41/40/38mm Black"
},
{
"price": "$10.99"
},
{
"bullet_list": "\u3010Compatible Model & Fit Wrist Size\u3011\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch band 42mm(2024 series 10),41mm 40mm 38mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2, series 1. Fits 5.90-7.2 inch wrist (150mm-180mm). \u3010Material & Design\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \u3010Strong magnetic & Breathable\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \u3010Great Gift for Men & Women\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \u3010What You Get & 24-Hours Online Service \u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h"
}
],
"product_quantity": [
{
"quantity": "1"
}
],
"product_options": [
{
"Color": "Black"
},
{
"Size": "Series10 46mm/Ultra2 49mm/45mm/44mm"
}
],
"promotion_items": [
{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""},
{"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""},
{"title": "Double Magnetic Compatible for Apple Watch Band Ultra 2,SE, Stainless Steel Strap M...", "asin": "B095C9G5DS", "price": "$9.98", "quantity": ""},
{"title": "TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women", "asin": "B0CJLBXL8P", "price": "$7.97", "quantity": ""},
{"title": "CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex", "asin": "B0CY58116N", "price": "$16.77", "quantity": ""},
{"title": "Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...", "asin": "B0DSBBZMD8", "price": "$9.99", "quantity": ""},
{"title": "Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1", "asin": "B0BXCV38FZ", "price": "$9.99", "quantity": ""},
{"title": "Fullmosa Compatible Apple Watch Bands 49mm 45mm 46mm 44mm 42mm 41mm 40mm 38mm, Metal iWatch Band with Case for Apple Watch Ultra Series 10 9 8 7 6 5 4 3 2 1 SE, 42mm 44mm 45mm Black", "asin": "B07F1RRQXQ", "price": "$16.99", "quantity": ""},
{"title": "SUNFWR Compatible with Apple Watch Band 45mm 44mm 42mm for Men Women, Stainless Steel Metal iWatch Band with Case for Apple Watch Series 9/8/7/6/5/4/3/2/1/SE/SE2(Black, 42mm 44mm 45mm)", "asin": "B0C1PZ281T", "price": "$12.39", "quantity": ""},
{"title": "Anlinser Magnetic Bands Compatible with Apple Watch Band 49/46/45 44/42/41/40/38mm, Women Men Double Side Reversible Strap for iWatch Ultra 2 Series 10/9/8/7-1 SE (42/41/40/38, Black/Gray)", "asin": "B0B77H459X", "price": "$18.99", "quantity": ""},
{"title": "CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex", "asin": "B0CY58116N", "price": "$16.77", "quantity": ""},
{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""},
{"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""},
{"title": "Sport Loop Band Compatible with Apple Watch Bands for Men 44mm 46mm 45mm 49mm 42mm ...", "asin": "B0D2H67XGX", "price": "$4.99", "quantity": ""}
],
"comparison_items": [
{"title": "EPULY Compatible with Apple Watch Band 38mm 40mm 41mm 42mm(Series 10),Stainless Steel Mesh Loop Magnetic Clasp Bands for iWatch Series SE 9 8 7 6 5 4 Women Men-42/41/40/38mm Black", "asin": "B09ZP8FB8F", "price": "$10.99"},
{"title": "BELONGME 3 Pack Mesh Loop Compatible with Apple Watch Bands for Women Men 40mm 41mm 38mm 42mm 44mm 45mm 49mm 46mm Series 10 9 8 7 6 5 4 3 2 1 Ultra SE, Stainless Steel Metal Magnetic Strap for iWatch", "asin": "B0CPDFX35C", "price": "$10.85"},
{"title": "Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm 46mm men and women, Mesh Loop Magnetic Clasp Replacement for iWatch Bands Ultra Series 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0CHVRX6QG", "price": "$14.99"},
{"title": "OULUOQI Stainless Steel Mesh Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Magnetic Clasp Replacement Strap for iwatch Series Ultra SE 10 9 8 7 6 5 4 3 2 1", "asin": "B0DQDFXB88", "price": "$12.74"},
{"title": "SUNFWR Compatible with Apple Watch Band 42mm for Men Women, Stainless Steel Metal iWatch Band with Case for Apple Watch Series 10 (Black, 42mm\uff0810 Series)", "asin": "B0DGKWYJBQ", "price": "$16.99"},
{"title": "Sunnywoo Milanese Mesh Loop Compatible with Apple Watch Bands 42mm 44mm 45mm 46mm 49mm 38mm 40mm 41mm for Men Women, Stainless Steel Mesh strap for iWatch Series 10 9 8 7 6 SE 5 4 3 2 1 Ultra", "asin": "B09C7ZV6JN", "price": "$10.91"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T01:13:12.521Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>",
"index": 72,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B09ZP8FB8F\"\n},\n {\n \"title\": \"EPULY Compatible with Apple Watch Band 38mm 40mm 41mm 42mm(Series 10),Stainless Steel Mesh Loop Magnetic Clasp Bands for iWatch Series SE 9 8 7 6 5 4 Women Men-42/41/40/38mm Black\"\n},\n {\n \"price\": \"$10.99\"\n},\n {\n \"bullet_list\": \"\\u3010Compatible Model & Fit Wrist Size\\u3011\\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch band 42mm(2024 series 10),41mm 40mm 38mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2, series 1. Fits 5.90-7.2 inch wrist (150mm-180mm). \\u3010Material & Design\\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \\u3010Strong magnetic & Breathable\\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \\u3010Great Gift for Men & Women\\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \\u3010What You Get & 24-Hours Online Service \\u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Black\"\n},\n {\n \"Size\": \"Series10 46mm/Ultra2 49mm/45mm/44mm\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Double Magnetic Compatible for Apple Watch Band Ultra 2,SE, Stainless Steel Strap M...\", \"asin\": \"B095C9G5DS\", \"price\": \"$9.98\", \"quantity\": \"\"},\n {\"title\": \"TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women\", \"asin\": \"B0CJLBXL8P\", \"price\": \"$7.97\", \"quantity\": \"\"},\n {\"title\": \"CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex\", \"asin\": \"B0CY58116N\", \"price\": \"$16.77\", \"quantity\": \"\"},\n {\"title\": \"Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...\", \"asin\": \"B0DSBBZMD8\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1\", \"asin\": \"B0BXCV38FZ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Fullmosa Compatible Apple Watch Bands 49mm 45mm 46mm 44mm 42mm 41mm 40mm 38mm, Metal iWatch Band with Case for Apple Watch Ultra Series 10 9 8 7 6 5 4 3 2 1 SE, 42mm 44mm 45mm Black\", \"asin\": \"B07F1RRQXQ\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"SUNFWR Compatible with Apple Watch Band 45mm 44mm 42mm for Men Women, Stainless Steel Metal iWatch Band with Case for Apple Watch Series 9/8/7/6/5/4/3/2/1/SE/SE2(Black, 42mm 44mm 45mm)\", \"asin\": \"B0C1PZ281T\", \"price\": \"$12.39\", \"quantity\": \"\"},\n {\"title\": \"Anlinser Magnetic Bands Compatible with Apple Watch Band 49/46/45 44/42/41/40/38mm, Women Men Double Side Reversible Strap for iWatch Ultra 2 Series 10/9/8/7-1 SE (42/41/40/38, Black/Gray)\", \"asin\": \"B0B77H459X\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex\", \"asin\": \"B0CY58116N\", \"price\": \"$16.77\", \"quantity\": \"\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Sport Loop Band Compatible with Apple Watch Bands for Men 44mm 46mm 45mm 49mm 42mm ...\", \"asin\": \"B0D2H67XGX\", \"price\": \"$4.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EPULY Compatible with Apple Watch Band 38mm 40mm 41mm 42mm(Series 10),Stainless Steel Mesh Loop Magnetic Clasp Bands for iWatch Series SE 9 8 7 6 5 4 Women Men-42/41/40/38mm Black\", \"asin\": \"B09ZP8FB8F\", \"price\": \"$10.99\"},\n {\"title\": \"BELONGME 3 Pack Mesh Loop Compatible with Apple Watch Bands for Women Men 40mm 41mm 38mm 42mm 44mm 45mm 49mm 46mm Series 10 9 8 7 6 5 4 3 2 1 Ultra SE, Stainless Steel Metal Magnetic Strap for iWatch\", \"asin\": \"B0CPDFX35C\", \"price\": \"$10.85\"},\n {\"title\": \"Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm 46mm men and women, Mesh Loop Magnetic Clasp Replacement for iWatch Bands Ultra Series 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0CHVRX6QG\", \"price\": \"$14.99\"},\n {\"title\": \"OULUOQI Stainless Steel Mesh Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Magnetic Clasp Replacement Strap for iwatch Series Ultra SE 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0DQDFXB88\", \"price\": \"$12.74\"},\n {\"title\": \"SUNFWR Compatible with Apple Watch Band 42mm for Men Women, Stainless Steel Metal iWatch Band with Case for Apple Watch Series 10 (Black, 42mm\\uff0810 Series)\", \"asin\": \"B0DGKWYJBQ\", \"price\": \"$16.99\"},\n {\"title\": \"Sunnywoo Milanese Mesh Loop Compatible with Apple Watch Bands 42mm 44mm 45mm 46mm 49mm 38mm 40mm 41mm for Men Women, Stainless Steel Mesh strap for iWatch Series 10 9 8 7 6 SE 5 4 3 2 1 Ultra\", \"asin\": \"B09C7ZV6JN\", \"price\": \"$10.91\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:13:12.521Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B09ZP9W14Q\"\n},\n {\n \"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\"\n},\n {\n \"price\": \"$9.99\"\n},\n {\n \"bullet_list\": \"\\u3010Compatible Model & Fit Wrist Size\\u3011\\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \\u3010Material & Design\\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \\u3010Strong magnetic & Breathable\\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \\u3010Great Gift for Men & Women\\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \\u3010What You Get & 24-Hours Online Service \\u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Black\"\n},\n {\n \"Size\": \"Series10 46mm/Ultra2 49mm/45mm/44mm\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"},\n {\"title\": \"Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor\", \"asin\": \"B0DMNTM7VS\", \"price\": \"$6.38\", \"quantity\": \"\"},\n {\"title\": \"Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B09ZXHS6FZ\", \"price\": \"$7.99\", \"quantity\": \"\"},\n {\"title\": \"CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex\", \"asin\": \"B0CY58116N\", \"price\": \"$16.77\", \"quantity\": \"\"},\n {\"title\": \"Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...\", \"asin\": \"B0DSBBZMD8\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...\", \"asin\": \"B0D3X583MY\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1\", \"asin\": \"B096RY7KTN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1\", \"asin\": \"B0DFQ7FC5X\", \"price\": \"$15.29\", \"quantity\": \"\"},\n {\"title\": \"Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men\", \"asin\": \"B095K58Z9Y\", \"price\": \"$6.23\", \"quantity\": \"\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\", \"asin\": \"B09ZP9W14Q\", \"price\": \"$9.99\"},\n {\"title\": \"TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm\", \"asin\": \"B08QHLG36R\", \"price\": \"$15.99\"},\n {\"title\": \"CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DJX9W3BD\", \"price\": \"$9.99\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\"},\n {\"title\": \"Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black\", \"asin\": \"B0CZ92TGJK\", \"price\": \"$12.99\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:13:22.813Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T01:13:22.813Z
|
click
|
product_option
|
rule
|
2025-04-08T01:13:22.813Z
|
train
| 73 |
2025-04-08T01:13:22.813Z
|
click
|
product_option
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
<|action_end|>
<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
{
"search_term": [
{
"term": "apple watch \u8868\u5e26 silver Gray nylon"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"product_details": [
{
"asin": "B09ZP9W14Q"
},
{
"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black"
},
{
"price": "$9.99"
},
{
"bullet_list": "\u3010Compatible Model & Fit Wrist Size\u3011\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \u3010Material & Design\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \u3010Strong magnetic & Breathable\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \u3010Great Gift for Men & Women\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \u3010What You Get & 24-Hours Online Service \u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h"
}
],
"product_quantity": [
{
"quantity": "1"
}
],
"product_options": [
{
"Color": "Black"
},
{
"Size": "Series10 46mm/Ultra2 49mm/45mm/44mm"
}
],
"promotion_items": [
{"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""},
{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""},
{"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""},
{"title": "Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor", "asin": "B0DMNTM7VS", "price": "$6.38", "quantity": ""},
{"title": "Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B09ZXHS6FZ", "price": "$7.99", "quantity": ""},
{"title": "CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex", "asin": "B0CY58116N", "price": "$16.77", "quantity": ""},
{"title": "Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...", "asin": "B0DSBBZMD8", "price": "$9.99", "quantity": ""},
{"title": "Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...", "asin": "B0D3X583MY", "price": "$21.99", "quantity": ""},
{"title": "Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1", "asin": "B096RY7KTN", "price": "$9.99", "quantity": ""},
{"title": "SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1", "asin": "B0DFQ7FC5X", "price": "$15.29", "quantity": ""},
{"title": "Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men", "asin": "B095K58Z9Y", "price": "$6.23", "quantity": ""},
{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""},
{"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""},
{"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""}
],
"comparison_items": [
{"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black", "asin": "B09ZP9W14Q", "price": "$9.99"},
{"title": "TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm", "asin": "B08QHLG36R", "price": "$15.99"},
{"title": "CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DJX9W3BD", "price": "$9.99"},
{"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99"},
{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99"},
{"title": "Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black", "asin": "B0CZ92TGJK", "price": "$12.99"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T01:13:22.813Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>",
"index": 73,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B09ZP9W14Q\"\n},\n {\n \"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\"\n},\n {\n \"price\": \"$9.99\"\n},\n {\n \"bullet_list\": \"\\u3010Compatible Model & Fit Wrist Size\\u3011\\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \\u3010Material & Design\\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \\u3010Strong magnetic & Breathable\\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \\u3010Great Gift for Men & Women\\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \\u3010What You Get & 24-Hours Online Service \\u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Black\"\n},\n {\n \"Size\": \"Series10 46mm/Ultra2 49mm/45mm/44mm\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"},\n {\"title\": \"Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor\", \"asin\": \"B0DMNTM7VS\", \"price\": \"$6.38\", \"quantity\": \"\"},\n {\"title\": \"Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B09ZXHS6FZ\", \"price\": \"$7.99\", \"quantity\": \"\"},\n {\"title\": \"CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex\", \"asin\": \"B0CY58116N\", \"price\": \"$16.77\", \"quantity\": \"\"},\n {\"title\": \"Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...\", \"asin\": \"B0DSBBZMD8\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...\", \"asin\": \"B0D3X583MY\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1\", \"asin\": \"B096RY7KTN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1\", \"asin\": \"B0DFQ7FC5X\", \"price\": \"$15.29\", \"quantity\": \"\"},\n {\"title\": \"Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men\", \"asin\": \"B095K58Z9Y\", \"price\": \"$6.23\", \"quantity\": \"\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\", \"asin\": \"B09ZP9W14Q\", \"price\": \"$9.99\"},\n {\"title\": \"TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm\", \"asin\": \"B08QHLG36R\", \"price\": \"$15.99\"},\n {\"title\": \"CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DJX9W3BD\", \"price\": \"$9.99\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\"},\n {\"title\": \"Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black\", \"asin\": \"B0CZ92TGJK\", \"price\": \"$12.99\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:13:22.813Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B09ZP9W14Q\"\n},\n {\n \"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\"\n},\n {\n \"price\": \"$9.99\"\n},\n {\n \"bullet_list\": \"\\u3010Compatible Model & Fit Wrist Size\\u3011\\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \\u3010Material & Design\\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \\u3010Strong magnetic & Breathable\\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \\u3010Great Gift for Men & Women\\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \\u3010What You Get & 24-Hours Online Service \\u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Space Grey\"\n},\n {\n \"Size\": \"Series10 46mm/Ultra2 49mm/45mm/44mm\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"},\n {\"title\": \"Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor\", \"asin\": \"B0DMNTM7VS\", \"price\": \"$6.38\", \"quantity\": \"\"},\n {\"title\": \"Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B09ZXHS6FZ\", \"price\": \"$7.99\", \"quantity\": \"\"},\n {\"title\": \"CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex\", \"asin\": \"B0CY58116N\", \"price\": \"$16.77\", \"quantity\": \"\"},\n {\"title\": \"Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...\", \"asin\": \"B0DSBBZMD8\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...\", \"asin\": \"B0D3X583MY\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1\", \"asin\": \"B096RY7KTN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1\", \"asin\": \"B0DFQ7FC5X\", \"price\": \"$15.29\", \"quantity\": \"\"},\n {\"title\": \"Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men\", \"asin\": \"B095K58Z9Y\", \"price\": \"$6.23\", \"quantity\": \"\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\", \"asin\": \"B09ZP9W14Q\", \"price\": \"$9.99\"},\n {\"title\": \"TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm\", \"asin\": \"B08QHLG36R\", \"price\": \"$15.99\"},\n {\"title\": \"CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DJX9W3BD\", \"price\": \"$9.99\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\"},\n {\"title\": \"Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black\", \"asin\": \"B0CZ92TGJK\", \"price\": \"$12.99\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:13:28.877Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T01:13:28.877Z
|
click
|
product_option
|
rule
|
2025-04-08T01:13:28.877Z
|
train
| 74 |
2025-04-08T01:13:28.877Z
|
click
|
product_option
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
<|action_end|>
<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
{
"search_term": [
{
"term": "apple watch \u8868\u5e26 silver Gray nylon"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"product_details": [
{
"asin": "B09ZP9W14Q"
},
{
"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black"
},
{
"price": "$9.99"
},
{
"bullet_list": "\u3010Compatible Model & Fit Wrist Size\u3011\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \u3010Material & Design\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \u3010Strong magnetic & Breathable\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \u3010Great Gift for Men & Women\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \u3010What You Get & 24-Hours Online Service \u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h"
}
],
"product_quantity": [
{
"quantity": "1"
}
],
"product_options": [
{
"Color": "Space Grey"
},
{
"Size": "Series10 46mm/Ultra2 49mm/45mm/44mm"
}
],
"promotion_items": [
{"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""},
{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""},
{"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""},
{"title": "Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor", "asin": "B0DMNTM7VS", "price": "$6.38", "quantity": ""},
{"title": "Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B09ZXHS6FZ", "price": "$7.99", "quantity": ""},
{"title": "CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex", "asin": "B0CY58116N", "price": "$16.77", "quantity": ""},
{"title": "Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...", "asin": "B0DSBBZMD8", "price": "$9.99", "quantity": ""},
{"title": "Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...", "asin": "B0D3X583MY", "price": "$21.99", "quantity": ""},
{"title": "Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1", "asin": "B096RY7KTN", "price": "$9.99", "quantity": ""},
{"title": "SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1", "asin": "B0DFQ7FC5X", "price": "$15.29", "quantity": ""},
{"title": "Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men", "asin": "B095K58Z9Y", "price": "$6.23", "quantity": ""},
{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""},
{"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""},
{"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""}
],
"comparison_items": [
{"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black", "asin": "B09ZP9W14Q", "price": "$9.99"},
{"title": "TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm", "asin": "B08QHLG36R", "price": "$15.99"},
{"title": "CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DJX9W3BD", "price": "$9.99"},
{"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99"},
{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99"},
{"title": "Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black", "asin": "B0CZ92TGJK", "price": "$12.99"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T01:13:28.877Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>",
"index": 74,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B09ZP9W14Q\"\n},\n {\n \"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\"\n},\n {\n \"price\": \"$9.99\"\n},\n {\n \"bullet_list\": \"\\u3010Compatible Model & Fit Wrist Size\\u3011\\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \\u3010Material & Design\\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \\u3010Strong magnetic & Breathable\\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \\u3010Great Gift for Men & Women\\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \\u3010What You Get & 24-Hours Online Service \\u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Space Grey\"\n},\n {\n \"Size\": \"Series10 46mm/Ultra2 49mm/45mm/44mm\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"},\n {\"title\": \"Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor\", \"asin\": \"B0DMNTM7VS\", \"price\": \"$6.38\", \"quantity\": \"\"},\n {\"title\": \"Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B09ZXHS6FZ\", \"price\": \"$7.99\", \"quantity\": \"\"},\n {\"title\": \"CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex\", \"asin\": \"B0CY58116N\", \"price\": \"$16.77\", \"quantity\": \"\"},\n {\"title\": \"Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...\", \"asin\": \"B0DSBBZMD8\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...\", \"asin\": \"B0D3X583MY\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1\", \"asin\": \"B096RY7KTN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1\", \"asin\": \"B0DFQ7FC5X\", \"price\": \"$15.29\", \"quantity\": \"\"},\n {\"title\": \"Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men\", \"asin\": \"B095K58Z9Y\", \"price\": \"$6.23\", \"quantity\": \"\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\", \"asin\": \"B09ZP9W14Q\", \"price\": \"$9.99\"},\n {\"title\": \"TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm\", \"asin\": \"B08QHLG36R\", \"price\": \"$15.99\"},\n {\"title\": \"CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DJX9W3BD\", \"price\": \"$9.99\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\"},\n {\"title\": \"Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black\", \"asin\": \"B0CZ92TGJK\", \"price\": \"$12.99\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:13:28.877Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"asin\": \"B09ZPB85JC\"\n},\n {\n \"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Space Grey\"\n},\n {\n \"price\": \"$11.89\"\n},\n {\n \"bullet_list\": \"\\u3010Compatible Model & Fit Wrist Size\\u3011\\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \\u3010Material & Design\\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \\u3010Strong magnetic & Breathable\\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \\u3010Great Gift for Men & Women\\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \\u3010What You Get & 24-Hours Online Service \\u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Space Grey\"\n},\n {\n \"Size\": \"Series10 46mm/Ultra2 49mm/45mm/44mm\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Milanese Mesh Loop Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm for Men Women, Stainless Steel Mesh Loop with Parachute-style Buckle for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3\", \"asin\": \"B0DHGNX8C2\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Original Milanese metal band Compatible with Apple Watch Bands 42mm 44mm 45mm 46mm 49mm 38mm 40mm 41mm for Men Women, Stainless Steel Mesh strap for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3 2 1 Black\", \"asin\": \"B0DM1P3DXC\", \"price\": \"$14.39\", \"quantity\": \"\"},\n {\"title\": \"CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DJX9W3BD\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Nylon Watch Band for Apple Watch Ultra 2 Band 49mm 46mm 45mm 44mm 42mm, Adjustable ...\", \"asin\": \"B0DRGN5N3Y\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"Double Magnetic Compatible for Apple Watch Band Ultra 2,SE, Stainless Steel Strap M...\", \"asin\": \"B0D3BFPH42\", \"price\": \"$9.98\", \"quantity\": \"\"},\n {\"title\": \"Fullmosa Compatible Apple Watch Bands 49mm 45mm 46mm 44mm 42mm 41mm 40mm 38mm, Metal iWatch Band with Case for Apple Watch Ultra Series 10 9 8 7 6 5 4 3 2 1 SE, 42mm 44mm 45mm Black\", \"asin\": \"B07F1RRQXQ\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"Double Magnetic Compatible for Apple Watch Band Ultra 2,SE, Stainless Steel Strap M...\", \"asin\": \"B0D3BFPH42\", \"price\": \"$9.98\", \"quantity\": \"\"},\n {\"title\": \"UUPWPOKT Compatible with Apple Watch Ultra 2/1 Band 49mm 46mm 45mm 44mm 42mm Men, Genuine Leather Band Strap for iWatch Ultra Series 10 9 8 7 6 5 4 3 2 1 SE, Retro Brown/Titanium\", \"asin\": \"B0CBRMS94Y\", \"price\": \"$11.99\", \"quantity\": \"\"},\n {\"title\": \"Milanese Mesh Loop Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm for Men Women, Stainless Steel Mesh Loop with Parachute-style Buckle for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3\", \"asin\": \"B0DHGNX8C2\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B09ZXHS6FZ\", \"price\": \"$7.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Space Grey\", \"asin\": \"B09ZPB85JC\", \"price\": \"$11.89\"},\n {\"title\": \"CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DNFB19CK\", \"price\": \"$14.99\"},\n {\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Midnight\", \"asin\": \"B0C68Q6HK2\", \"price\": \"$11.89\"},\n {\"title\": \"TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women\", \"asin\": \"B0CJLBXL8P\", \"price\": \"$7.97\"},\n {\"title\": \"Magnetic Mesh Metal Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm Men and Women, Stainless Steel Loop Clasp Replacement for iWatch Bands Ultra Series 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DNJFKNLG\", \"price\": \"$7.98\"},\n {\"title\": \"MAGEASY Milanese Band for Apple Watch Series 10 - Magnetic iWatch Bands for Women, Strong Magnets & Comfortable, One Size Fit Most | for 44mm 45mm 46mm 49mm Apple Watch 1-7/8/9/10/SE/SE2/Ultra/Ultra2\", \"asin\": \"B0D4TDQBX8\", \"price\": \"$39.99\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:14:53.912Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-08T01:14:53.912Z
|
purchase
|
B09ZPB85JC
|
rule
|
2025-04-08T01:14:53.912Z
|
train
| 75 |
2025-04-08T01:14:53.912Z
|
purchase
|
B09ZPB85JC
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
<|action_end|>
<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
{
"search_term": [
{
"term": "apple watch \u8868\u5e26 silver Gray nylon"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"product_details": [
{
"asin": "B09ZPB85JC"
},
{
"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Space Grey"
},
{
"price": "$11.89"
},
{
"bullet_list": "\u3010Compatible Model & Fit Wrist Size\u3011\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \u3010Material & Design\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \u3010Strong magnetic & Breathable\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \u3010Great Gift for Men & Women\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \u3010What You Get & 24-Hours Online Service \u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h"
}
],
"product_quantity": [
{
"quantity": "1"
}
],
"product_options": [
{
"Color": "Space Grey"
},
{
"Size": "Series10 46mm/Ultra2 49mm/45mm/44mm"
}
],
"promotion_items": [
{"title": "Milanese Mesh Loop Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm for Men Women, Stainless Steel Mesh Loop with Parachute-style Buckle for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3", "asin": "B0DHGNX8C2", "price": "$33.99", "quantity": ""},
{"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""},
{"title": "Original Milanese metal band Compatible with Apple Watch Bands 42mm 44mm 45mm 46mm 49mm 38mm 40mm 41mm for Men Women, Stainless Steel Mesh strap for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3 2 1 Black", "asin": "B0DM1P3DXC", "price": "$14.39", "quantity": ""},
{"title": "CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DJX9W3BD", "price": "$9.99", "quantity": ""},
{"title": "Nylon Watch Band for Apple Watch Ultra 2 Band 49mm 46mm 45mm 44mm 42mm, Adjustable ...", "asin": "B0DRGN5N3Y", "price": "$19.99", "quantity": ""},
{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""},
{"title": "Double Magnetic Compatible for Apple Watch Band Ultra 2,SE, Stainless Steel Strap M...", "asin": "B0D3BFPH42", "price": "$9.98", "quantity": ""},
{"title": "Fullmosa Compatible Apple Watch Bands 49mm 45mm 46mm 44mm 42mm 41mm 40mm 38mm, Metal iWatch Band with Case for Apple Watch Ultra Series 10 9 8 7 6 5 4 3 2 1 SE, 42mm 44mm 45mm Black", "asin": "B07F1RRQXQ", "price": "$16.99", "quantity": ""},
{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""},
{"title": "Double Magnetic Compatible for Apple Watch Band Ultra 2,SE, Stainless Steel Strap M...", "asin": "B0D3BFPH42", "price": "$9.98", "quantity": ""},
{"title": "UUPWPOKT Compatible with Apple Watch Ultra 2/1 Band 49mm 46mm 45mm 44mm 42mm Men, Genuine Leather Band Strap for iWatch Ultra Series 10 9 8 7 6 5 4 3 2 1 SE, Retro Brown/Titanium", "asin": "B0CBRMS94Y", "price": "$11.99", "quantity": ""},
{"title": "Milanese Mesh Loop Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm for Men Women, Stainless Steel Mesh Loop with Parachute-style Buckle for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3", "asin": "B0DHGNX8C2", "price": "$33.99", "quantity": ""},
{"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""},
{"title": "Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B09ZXHS6FZ", "price": "$7.99", "quantity": ""}
],
"comparison_items": [
{"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Space Grey", "asin": "B09ZPB85JC", "price": "$11.89"},
{"title": "CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DNFB19CK", "price": "$14.99"},
{"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Midnight", "asin": "B0C68Q6HK2", "price": "$11.89"},
{"title": "TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women", "asin": "B0CJLBXL8P", "price": "$7.97"},
{"title": "Magnetic Mesh Metal Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm Men and Women, Stainless Steel Loop Clasp Replacement for iWatch Bands Ultra Series 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DNJFKNLG", "price": "$7.98"},
{"title": "MAGEASY Milanese Band for Apple Watch Series 10 - Magnetic iWatch Bands for Women, Strong Magnets & Comfortable, One Size Fit Most | for 44mm 45mm 46mm 49mm Apple Watch 1-7/8/9/10/SE/SE2/Ultra/Ultra2", "asin": "B0D4TDQBX8", "price": "$39.99"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T01:14:53.912Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>purchase</answer_action><answer_argument>B09ZPB85JC</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>purchase</answer_action><answer_argument>B09ZPB85JC</answer_argument>",
"index": 75,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - 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Fits 6.10-7.3 inch wrist (155mm-185mm) \\u3010Material & Design\\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \\u3010Strong magnetic & Breathable\\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \\u3010Great Gift for Men & Women\\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \\u3010What You Get & 24-Hours Online Service \\u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"Space Grey\"\n},\n {\n \"Size\": \"Series10 46mm/Ultra2 49mm/45mm/44mm\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Milanese Mesh Loop Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm for Men Women, Stainless Steel Mesh Loop with Parachute-style Buckle for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3\", \"asin\": \"B0DHGNX8C2\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Original Milanese metal band Compatible with Apple Watch Bands 42mm 44mm 45mm 46mm 49mm 38mm 40mm 41mm for Men Women, Stainless Steel Mesh strap for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3 2 1 Black\", \"asin\": \"B0DM1P3DXC\", \"price\": \"$14.39\", \"quantity\": \"\"},\n {\"title\": \"CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DJX9W3BD\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Nylon Watch Band for Apple Watch Ultra 2 Band 49mm 46mm 45mm 44mm 42mm, Adjustable ...\", \"asin\": \"B0DRGN5N3Y\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"Double Magnetic Compatible for 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Series 10 9 8 7 6 5 4 3 2 1 SE, Retro Brown/Titanium\", \"asin\": \"B0CBRMS94Y\", \"price\": \"$11.99\", \"quantity\": \"\"},\n {\"title\": \"Milanese Mesh Loop Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm for Men Women, Stainless Steel Mesh Loop with Parachute-style Buckle for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3\", \"asin\": \"B0DHGNX8C2\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B09ZXHS6FZ\", \"price\": \"$7.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Space Grey\", \"asin\": \"B09ZPB85JC\", \"price\": \"$11.89\"},\n {\"title\": \"CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DNFB19CK\", \"price\": \"$14.99\"},\n {\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Midnight\", \"asin\": \"B0C68Q6HK2\", \"price\": \"$11.89\"},\n {\"title\": \"TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women\", \"asin\": \"B0CJLBXL8P\", \"price\": \"$7.97\"},\n {\"title\": \"Magnetic Mesh Metal Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm Men and Women, Stainless Steel Loop Clasp Replacement for iWatch Bands Ultra Series 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DNJFKNLG\", \"price\": \"$7.98\"},\n {\"title\": \"MAGEASY Milanese Band for Apple Watch Series 10 - Magnetic iWatch Bands for Women, Strong Magnets & Comfortable, One Size Fit Most | for 44mm 45mm 46mm 49mm Apple Watch 1-7/8/9/10/SE/SE2/Ultra/Ultra2\", \"asin\": \"B0D4TDQBX8\", \"price\": \"$39.99\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:14:53.912Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T02:38:02.204Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-11T02:38:02.204Z
|
click
|
nav_bar
|
rule
|
2025-04-11T02:38:02.204Z
|
train
| 76 |
2025-04-11T02:38:02.204Z
|
click
|
nav_bar
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
<|memory_end|>
<|action_start|>
<|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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-11T02:38:02.204Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"index": 76,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T02:38:02.204Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": 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4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"4.2 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"delivery\": \"$15 delivery Apr 16 - 17 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15.5\\\" Neck 32\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"100ml\"}, {\"Color\": \"Lavender\"}]},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"33.8 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"delivery\": \"$79.99 delivery Fri, Apr 18\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Red\"}, {\"Size\": \"26 Inch\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free | Old-Fashioned | Whole Grain\", \"asin\": \"B08B2NZSLR\", \"options\": [{\"Flavor Name\": \"rolled oats\"}, {\"Size\": \"2.5 Pound (Pack of 2)\"}]},\n {\"title\": \"FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red\", \"asin\": \"B0BBV6FBYH\", \"options\": [{\"Color\": \"Cherry MX Silent Red\"}]},\n {\"title\": \"Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black\", \"asin\": \"B09XS7JWHH\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"One Size\"}, {\"Style\": \"Headphones\"}]},\n {\"title\": \"No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce\", \"asin\": \"B000VOJ9BG\", \"price\": \"$129.99\", \"options\": [{\"Scent\": \"CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM\"}, {\"Size\": \"3.4 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)\", \"asin\": \"B0D3F42G5D\", \"options\": [{\"Item Weight\": \"3.4 Ounces\"}]},\n {\"title\": \"life2O DoubleCheck \\u2713\\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More\", \"asin\": \"B0BRQG9C7Z\", \"price\": \"$15.95\", \"options\": []},\n {\"title\": \"Car Air Freshener by NV Aroma Perfume| Car air freshener with Luxury in Every Diffuser| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip| Car Odor Eliminator with perfumed Oils\", \"asin\": \"B0CRC94B2L\", \"options\": [{\"Scent\": \"Le'Santal (33)\"}]},\n {\"title\": \"Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge\", \"asin\": \"B0CJ9GNP73\", \"options\": []},\n {\"title\": \"MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)\", \"asin\": \"B0CKR5RR2Z\", \"options\": []},\n {\"title\": \"Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary\", \"asin\": \"B07ND3WR64\", \"options\": [{\"Scent\": \"Unscented\"}, {\"Size\": \"42 Wipes (Pack of 8)\"}]},\n {\"asin\": \"B07ND3WR64\", \"options\": []}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T02:38:26.945Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-11T02:38:26.945Z
|
click
|
cart_page_select
|
rule
|
2025-04-11T02:38:26.945Z
|
train
| 77 |
2025-04-11T02:38:26.945Z
|
click
|
cart_page_select
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
<|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": "Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz", "asin": "B0829DGWD5", "price": "$15.97", "quantity": ""},
{"title": "Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery", "asin": "B0BNCSW964", "price": "$16.98", "quantity": ""},
{"title": "Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric", "asin": "B0CB8K9KJ3", "price": "$9.77", "quantity": ""},
{"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""},
{"title": "Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks", "asin": "B09319MZJN", "price": "$9.99", "quantity": ""},
{"title": "HHKB - Happy Hacking Keyboard Lid (CG01000-299001)", "asin": "B084DWG77B", "price": "$26.80", "quantity": ""},
{"title": "Dove Body Wash with Pump Sensitive Skin For 24hr Lotion-Soft Skin Moisturizing Skin Cleanser Gentle Hypoallergenic Formula with No Sulfates No Parabens 30.6 oz", "asin": "B00SK71SAG", "price": "$9.74", "quantity": ""},
{"title": "RENPHO Body Measuring Tape, Smart Tape Measure for Weight Loss, Bluetooth Fitness Equipment with App, Measuring Waist, Hip, Bust, Arms, Muscle Gain, Retractable, 60in /150cm, White", "asin": "B082W886W9", "price": "$27.99", "quantity": ""},
{"title": "Meebook E-Reader M6 | 6' Eink Carta Screen 300PPI | Adjustable Smart Light | Android 11 | Ouad Core Processor | Audio Books|Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Purple", "asin": "B0BX9LG11R", "price": "$159.00", "quantity": ""},
{"title": "HP Stream 14inch HD Display,Intel(R) Celeron(R) N4120 Processor, 32GB DDR4 Memory, 128GB Storage (64GB eMMC+64GB Card),WiFi, Webcam, Bluetooth, 1-Year Microsoft 365, Win11, Rose Gold, W/GaLiMu", "asin": "B0C676RJNV", "price": "$299.95", "quantity": ""},
{"title": "Meebook Colour E-Reader M6C | 6\u201d Color E Ink Kaleido\u2122 3 Display | Smart Light | Android 11 | Ouad Core | Audio Books | Google Play Store | 3GB 32GB Storage | Micro-SD Slot | White", "asin": "B0D6YL9X35", "price": "$189.00", "quantity": ""},
{"title": "PocketBook InkPad Lite | E-Book Reader with Large E-Ink Screen 9.7\u02ba | Glare-Free & Eye-Friendly E-Reader | Wi-Fi | Adjustable SMARTlight | Micro-SD Slot | E-Readers for Kids, Adults & Seniors", "asin": "B09CLQJSCY", "price": "$269.00", "quantity": ""},
{"title": "PocketBook Verse Pro Color | Super Thin and Compact 6\" e-Reader | Color Screen E Ink Kaleido\u2122 3 \u2013 Eye-Safe and Glare-Free | Text-to-Speech & Bluetooth | Audiobooks | SMARTlight | IPX8 Waterproof", "asin": "B0D9QTSVXC", "price": "$13500", "quantity": ""},
{"title": "PocketBook Basic Lux 4 E-Book Reader | 6\u02ba Glare-Free & Eye-Friendly E-Ink Technology | Compact & Lightweight E-Reader | Frontlight | Touchscreen | Wi-Fi | Dictionaries | Micro-SD Slot", "asin": "B0CCNYKY6V", "price": "$119.00", "quantity": ""}
],
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{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Mugwort ginger"}]},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Printed Keycaps"}, {"Color": "White"}]},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "10Packs, 2800Sheets in Total"}]},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Medium"}, {"Color": "Deep Color"}]},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Midnight Gray"}]},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Orange Trio"}, {"Size": "3 Fl Oz (Pack of 1)"}]},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1.7 Fl Oz / 50 ml"}]},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Wild Mint & Eucalyptus"}]},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "delivery": "Two-Day FREE delivery Sat, Apr 12", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Classic"}, {"Size": "40 Count (Pack of 1)"}]},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "4.2 Fl Oz (Pack of 1)"}]},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15\"-15.5\" Neck 32\"-33\" Sleeve"}, {"Color": "White"}]},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "delivery": "$15 delivery Apr 16 - 17 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15.5\" Neck 32\" Sleeve"}, {"Color": "White"}]},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "100ml"}, {"Color": "Lavender"}]},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "33.8 Fl Oz (Pack of 1)"}]},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "delivery": "$79.99 delivery Fri, Apr 18", "quantity": "1", "selected": false, "options": [{"Color": "Red"}, {"Size": "26 Inch"}]}
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{"title": "Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free | Old-Fashioned | Whole Grain", "asin": "B08B2NZSLR", "options": [{"Flavor Name": "rolled oats"}, {"Size": "2.5 Pound (Pack of 2)"}]},
{"title": "FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red", "asin": "B0BBV6FBYH", "options": [{"Color": "Cherry MX Silent Red"}]},
{"title": "Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black", "asin": "B09XS7JWHH", "options": [{"Color": "Black"}, {"Size": "One Size"}, {"Style": "Headphones"}]},
{"title": "No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce", "asin": "B000VOJ9BG", "price": "$129.99", "options": [{"Scent": "CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM"}, {"Size": "3.4 Fl Oz (Pack of 1)"}]},
{"title": "ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)", "asin": "B0D3F42G5D", "options": [{"Item Weight": "3.4 Ounces"}]},
{"title": "life2O DoubleCheck \u2713\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More", "asin": "B0BRQG9C7Z", "price": "$15.95", "options": []},
{"title": "Car Air Freshener by NV Aroma Perfume| Car air freshener with Luxury in Every Diffuser| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip| Car Odor Eliminator with perfumed Oils", "asin": "B0CRC94B2L", "options": [{"Scent": "Le'Santal (33)"}]},
{"title": "Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge", "asin": "B0CJ9GNP73", "options": []},
{"title": "MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)", "asin": "B0CKR5RR2Z", "options": []},
{"title": "Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary", "asin": "B07ND3WR64", "options": [{"Scent": "Unscented"}, {"Size": "42 Wipes (Pack of 8)"}]},
{"asin": "B07ND3WR64", "options": []}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-11T02:38:26.945Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>",
"index": 77,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz\", \"asin\": \"B0829DGWD5\", \"price\": \"$15.97\", \"quantity\": \"\"},\n {\"title\": \"Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery\", \"asin\": \"B0BNCSW964\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric\", \"asin\": \"B0CB8K9KJ3\", \"price\": \"$9.77\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks\", \"asin\": \"B09319MZJN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Lid (CG01000-299001)\", \"asin\": \"B084DWG77B\", \"price\": \"$26.80\", \"quantity\": \"\"},\n {\"title\": \"Dove Body Wash with Pump Sensitive Skin For 24hr Lotion-Soft Skin Moisturizing Skin Cleanser Gentle Hypoallergenic Formula with No Sulfates No Parabens 30.6 oz\", \"asin\": \"B00SK71SAG\", \"price\": \"$9.74\", \"quantity\": \"\"},\n {\"title\": \"RENPHO Body Measuring Tape, Smart Tape Measure for Weight Loss, Bluetooth Fitness Equipment with App, Measuring Waist, Hip, Bust, Arms, Muscle Gain, Retractable, 60in /150cm, White\", \"asin\": \"B082W886W9\", \"price\": \"$27.99\", \"quantity\": \"\"},\n {\"title\": \"Meebook E-Reader M6 | 6' Eink Carta Screen 300PPI | Adjustable Smart Light | Android 11 | Ouad Core Processor | Audio Books|Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Purple\", \"asin\": \"B0BX9LG11R\", \"price\": \"$159.00\", \"quantity\": \"\"},\n {\"title\": \"HP Stream 14inch HD Display,Intel(R) Celeron(R) N4120 Processor, 32GB DDR4 Memory, 128GB Storage (64GB eMMC+64GB Card),WiFi, Webcam, Bluetooth, 1-Year Microsoft 365, Win11, Rose Gold, W/GaLiMu\", \"asin\": \"B0C676RJNV\", \"price\": \"$299.95\", \"quantity\": \"\"},\n {\"title\": \"Meebook Colour E-Reader M6C | 6\\u201d Color E Ink Kaleido\\u2122 3 Display | Smart Light | Android 11 | Ouad Core | Audio Books | Google Play Store | 3GB 32GB Storage | Micro-SD Slot | White\", \"asin\": \"B0D6YL9X35\", \"price\": \"$189.00\", \"quantity\": \"\"},\n {\"title\": \"PocketBook InkPad Lite | E-Book Reader with Large E-Ink Screen 9.7\\u02ba | Glare-Free & Eye-Friendly E-Reader | Wi-Fi | Adjustable SMARTlight | Micro-SD Slot | E-Readers for Kids, Adults & Seniors\", \"asin\": \"B09CLQJSCY\", \"price\": \"$269.00\", \"quantity\": \"\"},\n {\"title\": \"PocketBook Verse Pro Color | Super Thin and Compact 6\\\" e-Reader | Color Screen E Ink Kaleido\\u2122 3 \\u2013 Eye-Safe and Glare-Free | Text-to-Speech & Bluetooth | Audiobooks | SMARTlight | IPX8 Waterproof\", \"asin\": \"B0D9QTSVXC\", \"price\": \"$13500\", \"quantity\": \"\"},\n {\"title\": \"PocketBook Basic Lux 4 E-Book Reader | 6\\u02ba Glare-Free & Eye-Friendly E-Ink Technology | Compact & Lightweight E-Reader | Frontlight | Touchscreen | Wi-Fi | Dictionaries | Micro-SD Slot\", \"asin\": \"B0CCNYKY6V\", \"price\": \"$119.00\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Mugwort ginger\"}]},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Printed Keycaps\"}, {\"Color\": \"White\"}]},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"10Packs, 2800Sheets in Total\"}]},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Medium\"}, {\"Color\": \"Deep Color\"}]},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Midnight Gray\"}]},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Orange Trio\"}, {\"Size\": \"3 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1.7 Fl Oz / 50 ml\"}]},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Wild Mint & Eucalyptus\"}]},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Classic\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"4.2 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"delivery\": \"$15 delivery Apr 16 - 17 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15.5\\\" Neck 32\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"100ml\"}, {\"Color\": \"Lavender\"}]},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"33.8 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"delivery\": \"$79.99 delivery Fri, Apr 18\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Red\"}, {\"Size\": \"26 Inch\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free | Old-Fashioned | Whole Grain\", \"asin\": \"B08B2NZSLR\", \"options\": [{\"Flavor Name\": \"rolled oats\"}, {\"Size\": \"2.5 Pound (Pack of 2)\"}]},\n {\"title\": \"FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red\", \"asin\": \"B0BBV6FBYH\", \"options\": [{\"Color\": \"Cherry MX Silent Red\"}]},\n {\"title\": \"Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black\", \"asin\": \"B09XS7JWHH\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"One Size\"}, {\"Style\": \"Headphones\"}]},\n {\"title\": \"No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce\", \"asin\": \"B000VOJ9BG\", \"price\": \"$129.99\", \"options\": [{\"Scent\": \"CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM\"}, {\"Size\": \"3.4 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)\", \"asin\": \"B0D3F42G5D\", \"options\": [{\"Item Weight\": \"3.4 Ounces\"}]},\n {\"title\": \"life2O DoubleCheck \\u2713\\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More\", \"asin\": \"B0BRQG9C7Z\", \"price\": \"$15.95\", \"options\": []},\n {\"title\": \"Car Air Freshener by NV Aroma Perfume| Car air freshener with Luxury in Every Diffuser| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip| Car Odor Eliminator with perfumed Oils\", \"asin\": \"B0CRC94B2L\", \"options\": [{\"Scent\": \"Le'Santal (33)\"}]},\n {\"title\": \"Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge\", \"asin\": \"B0CJ9GNP73\", \"options\": []},\n {\"title\": \"MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)\", \"asin\": \"B0CKR5RR2Z\", \"options\": []},\n {\"title\": \"Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary\", \"asin\": \"B07ND3WR64\", \"options\": [{\"Scent\": \"Unscented\"}, {\"Size\": \"42 Wipes (Pack of 8)\"}]},\n {\"asin\": \"B07ND3WR64\", \"options\": []}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T02:38:26.945Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz\", \"asin\": \"B0829DGWD5\", \"price\": \"$15.97\", \"quantity\": \"\"},\n {\"title\": \"Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery\", \"asin\": \"B0BNCSW964\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric\", \"asin\": \"B0CB8K9KJ3\", \"price\": \"$9.77\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks\", \"asin\": \"B09319MZJN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Lid (CG01000-299001)\", \"asin\": \"B084DWG77B\", \"price\": \"$26.80\", \"quantity\": \"\"},\n {\"title\": \"Dove Body Wash with Pump Sensitive Skin For 24hr Lotion-Soft Skin Moisturizing Skin Cleanser Gentle Hypoallergenic Formula with No Sulfates No Parabens 30.6 oz\", \"asin\": \"B00SK71SAG\", \"price\": \"$9.74\", \"quantity\": \"\"},\n {\"title\": \"RENPHO Body Measuring Tape, Smart Tape Measure for Weight Loss, Bluetooth Fitness Equipment with App, Measuring Waist, Hip, Bust, Arms, Muscle Gain, Retractable, 60in /150cm, White\", \"asin\": \"B082W886W9\", \"price\": \"$27.99\", \"quantity\": \"\"},\n {\"title\": \"Meebook E-Reader M6 | 6' Eink Carta Screen 300PPI | Adjustable Smart Light | Android 11 | Ouad Core Processor | Audio Books|Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Purple\", \"asin\": \"B0BX9LG11R\", \"price\": \"$159.00\", \"quantity\": \"\"},\n {\"title\": \"HP Stream 14inch HD Display,Intel(R) Celeron(R) N4120 Processor, 32GB DDR4 Memory, 128GB Storage (64GB eMMC+64GB Card),WiFi, Webcam, Bluetooth, 1-Year Microsoft 365, Win11, Rose Gold, W/GaLiMu\", \"asin\": \"B0C676RJNV\", \"price\": \"$299.95\", \"quantity\": \"\"},\n {\"title\": \"Meebook Colour E-Reader M6C | 6\\u201d Color E Ink Kaleido\\u2122 3 Display | Smart Light | Android 11 | Ouad Core | Audio Books | Google Play Store | 3GB 32GB Storage | Micro-SD Slot | White\", \"asin\": \"B0D6YL9X35\", \"price\": \"$189.00\", \"quantity\": \"\"},\n {\"title\": \"PocketBook InkPad Lite | E-Book Reader with Large E-Ink Screen 9.7\\u02ba | Glare-Free & Eye-Friendly E-Reader | Wi-Fi | Adjustable SMARTlight | Micro-SD Slot | E-Readers for Kids, Adults & Seniors\", \"asin\": \"B09CLQJSCY\", \"price\": \"$269.00\", \"quantity\": \"\"},\n {\"title\": \"PocketBook Verse Pro Color | Super Thin and Compact 6\\\" e-Reader | Color Screen E Ink Kaleido\\u2122 3 \\u2013 Eye-Safe and Glare-Free | Text-to-Speech & Bluetooth | Audiobooks | SMARTlight | IPX8 Waterproof\", \"asin\": \"B0D9QTSVXC\", \"price\": \"$13500\", \"quantity\": \"\"},\n {\"title\": \"PocketBook Basic Lux 4 E-Book Reader | 6\\u02ba Glare-Free & Eye-Friendly E-Ink Technology | Compact & Lightweight E-Reader | Frontlight | Touchscreen | Wi-Fi | Dictionaries | Micro-SD Slot\", \"asin\": \"B0CCNYKY6V\", \"price\": \"$119.00\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Mugwort ginger\"}]},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Printed Keycaps\"}, {\"Color\": \"White\"}]},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"10Packs, 2800Sheets in Total\"}]},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Medium\"}, {\"Color\": \"Deep Color\"}]},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Midnight Gray\"}]},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Orange Trio\"}, {\"Size\": \"3 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1.7 Fl Oz / 50 ml\"}]},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Wild Mint & Eucalyptus\"}]},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Classic\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"4.2 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"delivery\": \"$15 delivery Apr 16 - 17 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15.5\\\" Neck 32\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"100ml\"}, {\"Color\": \"Lavender\"}]},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"33.8 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"delivery\": \"$79.99 delivery Fri, Apr 18\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Red\"}, {\"Size\": \"26 Inch\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free | Old-Fashioned | Whole Grain\", \"asin\": \"B08B2NZSLR\", \"options\": [{\"Flavor Name\": \"rolled oats\"}, {\"Size\": \"2.5 Pound (Pack of 2)\"}]},\n {\"title\": \"FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red\", \"asin\": \"B0BBV6FBYH\", \"options\": [{\"Color\": \"Cherry MX Silent Red\"}]},\n {\"title\": \"Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black\", \"asin\": \"B09XS7JWHH\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"One Size\"}, {\"Style\": \"Headphones\"}]},\n {\"title\": \"No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce\", \"asin\": \"B000VOJ9BG\", \"price\": \"$129.99\", \"options\": [{\"Scent\": \"CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM\"}, {\"Size\": \"3.4 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)\", \"asin\": \"B0D3F42G5D\", \"options\": [{\"Item Weight\": \"3.4 Ounces\"}]},\n {\"title\": \"life2O DoubleCheck \\u2713\\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More\", \"asin\": \"B0BRQG9C7Z\", \"price\": \"$15.95\", \"options\": []},\n {\"title\": \"Car Air Freshener by NV Aroma Perfume| Car air freshener with Luxury in Every Diffuser| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip| Car Odor Eliminator with perfumed Oils\", \"asin\": \"B0CRC94B2L\", \"options\": [{\"Scent\": \"Le'Santal (33)\"}]},\n {\"title\": \"Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge\", \"asin\": \"B0CJ9GNP73\", \"options\": []},\n {\"title\": \"MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)\", \"asin\": \"B0CKR5RR2Z\", \"options\": []},\n {\"title\": \"Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary\", \"asin\": \"B07ND3WR64\", \"options\": [{\"Scent\": \"Unscented\"}, {\"Size\": \"42 Wipes (Pack of 8)\"}]},\n {\"asin\": \"B07ND3WR64\", \"options\": []}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T02:38:26.982Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-11T02:38:26.982Z
|
click
|
cart_page_select
|
rule
|
2025-04-11T02:38:26.982Z
|
train
| 78 |
2025-04-11T02:38:26.982Z
|
click
|
cart_page_select
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "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": [
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{"title": "Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery", "asin": "B0BNCSW964", "price": "$16.98", "quantity": ""},
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{"title": "PocketBook Verse Pro Color | Super Thin and Compact 6\" e-Reader | Color Screen E Ink Kaleido\u2122 3 \u2013 Eye-Safe and Glare-Free | Text-to-Speech & Bluetooth | Audiobooks | SMARTlight | IPX8 Waterproof", "asin": "B0D9QTSVXC", "price": "$13500", "quantity": ""},
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{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Mugwort ginger"}]},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Printed Keycaps"}, {"Color": "White"}]},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "10Packs, 2800Sheets in Total"}]},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Medium"}, {"Color": "Deep Color"}]},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Midnight Gray"}]},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": []},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Orange Trio"}, {"Size": "3 Fl Oz (Pack of 1)"}]},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1.7 Fl Oz / 50 ml"}]},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Wild Mint & Eucalyptus"}]},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "delivery": "Two-Day FREE delivery Sat, Apr 12", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Classic"}, {"Size": "40 Count (Pack of 1)"}]},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "4.2 Fl Oz (Pack of 1)"}]},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15\"-15.5\" Neck 32\"-33\" Sleeve"}, {"Color": "White"}]},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "delivery": "$15 delivery Apr 16 - 17 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15.5\" Neck 32\" Sleeve"}, {"Color": "White"}]},
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{"asin": "B07ND3WR64", "options": []}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-11T02:38:26.982Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>cart_page_select</answer_argument>",
"index": 78,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz\", \"asin\": \"B0829DGWD5\", \"price\": \"$15.97\", \"quantity\": \"\"},\n {\"title\": \"Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery\", \"asin\": \"B0BNCSW964\", \"price\": \"$16.98\", \"quantity\": \"\"},\n {\"title\": \"Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric\", \"asin\": \"B0CB8K9KJ3\", \"price\": \"$9.77\", \"quantity\": \"\"},\n {\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n {\"title\": \"Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks\", \"asin\": \"B09319MZJN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Lid (CG01000-299001)\", \"asin\": \"B084DWG77B\", \"price\": \"$26.80\", \"quantity\": \"\"},\n {\"title\": \"Dove Body Wash with Pump Sensitive Skin For 24hr Lotion-Soft Skin Moisturizing Skin Cleanser Gentle Hypoallergenic Formula with No Sulfates No Parabens 30.6 oz\", \"asin\": \"B00SK71SAG\", \"price\": \"$9.74\", \"quantity\": \"\"},\n {\"title\": \"RENPHO Body Measuring Tape, Smart Tape Measure for Weight Loss, Bluetooth Fitness Equipment with App, Measuring Waist, Hip, Bust, Arms, Muscle Gain, Retractable, 60in /150cm, White\", \"asin\": \"B082W886W9\", \"price\": \"$27.99\", \"quantity\": \"\"},\n {\"title\": \"Meebook E-Reader M6 | 6' Eink Carta Screen 300PPI | Adjustable Smart Light | Android 11 | Ouad Core Processor | Audio Books|Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Purple\", \"asin\": \"B0BX9LG11R\", \"price\": \"$159.00\", \"quantity\": \"\"},\n {\"title\": \"HP Stream 14inch HD Display,Intel(R) Celeron(R) N4120 Processor, 32GB DDR4 Memory, 128GB Storage (64GB eMMC+64GB Card),WiFi, Webcam, Bluetooth, 1-Year Microsoft 365, Win11, Rose Gold, W/GaLiMu\", \"asin\": \"B0C676RJNV\", \"price\": \"$299.95\", \"quantity\": \"\"},\n {\"title\": \"Meebook Colour E-Reader M6C | 6\\u201d Color E Ink Kaleido\\u2122 3 Display | Smart Light | Android 11 | Ouad Core | Audio Books | Google Play Store | 3GB 32GB Storage | Micro-SD Slot | White\", \"asin\": \"B0D6YL9X35\", \"price\": \"$189.00\", \"quantity\": \"\"},\n {\"title\": \"PocketBook InkPad Lite | E-Book Reader with Large E-Ink Screen 9.7\\u02ba | Glare-Free & Eye-Friendly E-Reader | Wi-Fi | Adjustable SMARTlight | Micro-SD Slot | E-Readers for Kids, Adults & Seniors\", \"asin\": \"B09CLQJSCY\", \"price\": \"$269.00\", \"quantity\": \"\"},\n {\"title\": \"PocketBook Verse Pro Color | Super Thin and Compact 6\\\" e-Reader | Color Screen E Ink Kaleido\\u2122 3 \\u2013 Eye-Safe and Glare-Free | Text-to-Speech & Bluetooth | Audiobooks | SMARTlight | IPX8 Waterproof\", \"asin\": \"B0D9QTSVXC\", \"price\": \"$13500\", \"quantity\": \"\"},\n {\"title\": \"PocketBook Basic Lux 4 E-Book Reader | 6\\u02ba Glare-Free & Eye-Friendly E-Ink Technology | Compact & Lightweight E-Reader | Frontlight | Touchscreen | Wi-Fi | Dictionaries | Micro-SD Slot\", \"asin\": \"B0CCNYKY6V\", \"price\": \"$119.00\", \"quantity\": \"\"}\n ],\n \"active_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Mugwort ginger\"}]},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Printed Keycaps\"}, {\"Color\": \"White\"}]},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"10Packs, 2800Sheets in Total\"}]},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Medium\"}, {\"Color\": \"Deep Color\"}]},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Midnight Gray\"}]},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Orange Trio\"}, {\"Size\": \"3 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1.7 Fl Oz / 50 ml\"}]},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Wild Mint & Eucalyptus\"}]},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Classic\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"4.2 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"delivery\": \"$15 delivery Apr 16 - 17 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15.5\\\" Neck 32\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"100ml\"}, {\"Color\": \"Lavender\"}]},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"33.8 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"delivery\": \"$79.99 delivery Fri, Apr 18\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Red\"}, {\"Size\": \"26 Inch\"}]}\n ],\n \"saved_items\": [\n {\"title\": \"Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free | Old-Fashioned | Whole Grain\", \"asin\": \"B08B2NZSLR\", \"options\": [{\"Flavor Name\": \"rolled oats\"}, {\"Size\": \"2.5 Pound (Pack of 2)\"}]},\n {\"title\": \"FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red\", \"asin\": \"B0BBV6FBYH\", \"options\": [{\"Color\": \"Cherry MX Silent Red\"}]},\n {\"title\": \"Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black\", \"asin\": \"B09XS7JWHH\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"One Size\"}, {\"Style\": \"Headphones\"}]},\n {\"title\": \"No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce\", \"asin\": \"B000VOJ9BG\", \"price\": \"$129.99\", \"options\": [{\"Scent\": \"CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM\"}, {\"Size\": \"3.4 Fl Oz (Pack of 1)\"}]},\n {\"title\": \"ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)\", \"asin\": \"B0D3F42G5D\", \"options\": [{\"Item Weight\": \"3.4 Ounces\"}]},\n {\"title\": \"life2O DoubleCheck \\u2713\\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More\", \"asin\": \"B0BRQG9C7Z\", \"price\": \"$15.95\", \"options\": []},\n {\"title\": \"Car Air Freshener by NV Aroma Perfume| Car air freshener with Luxury in Every Diffuser| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip| Car Odor Eliminator with perfumed Oils\", \"asin\": \"B0CRC94B2L\", \"options\": [{\"Scent\": \"Le'Santal (33)\"}]},\n {\"title\": \"Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge\", \"asin\": \"B0CJ9GNP73\", \"options\": []},\n {\"title\": \"MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)\", \"asin\": \"B0CKR5RR2Z\", \"options\": []},\n {\"title\": \"Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary\", \"asin\": \"B07ND3WR64\", \"options\": [{\"Scent\": \"Unscented\"}, {\"Size\": \"42 Wipes (Pack of 8)\"}]},\n {\"asin\": \"B07ND3WR64\", \"options\": []}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T02:38:26.982Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T04:02:36.778Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-11T04:02:36.778Z
|
click
|
nav_bar
|
rule
|
2025-04-11T04:02:36.778Z
|
train
| 79 |
2025-04-11T04:02:36.778Z
|
click
|
nav_bar
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-11T04:02:36.778Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"index": 79,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T04:02:36.778Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T18:27:37.252Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-11T18:27:37.252Z
|
input
|
吊坠 福字
|
rule
|
2025-04-11T18:27:37.252Z
|
train
| 80 |
2025-04-11T18:27:37.252Z
|
input
|
吊坠 福字
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"}
<|memory_end|>
<|action_start|>
<|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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-11T18:27:37.252Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>吊坠 福字</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>吊坠 福字</answer_argument>",
"index": 80,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T18:27:37.252Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:31:57.925Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-13T04:31:57.925Z
|
input
|
地毯
|
rule
|
2025-04-13T04:31:57.925Z
|
train
| 81 |
2025-04-13T04:31:57.925Z
|
input
|
地毯
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"}
{"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
<|memory_end|>
<|action_start|>
<|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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-13T04:31:57.925Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>地毯</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>地毯</answer_argument>",
"index": 81,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:31:57.925Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:32:06.190Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-13T04:32:06.190Z
|
input
|
地毯
|
rule
|
2025-04-13T04:32:06.190Z
|
train
| 82 |
2025-04-13T04:32:06.190Z
|
input
|
地毯
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"}
{"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"}
<|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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-13T04:32:06.190Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>地毯</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>地毯</answer_argument>",
"index": 82,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:32:06.190Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u5730\\u6bef\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$206.61\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - 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10 PM\"},\n {\"title\": \"Ophanie Upgrade 4x6 Rugs for Bedroom, Grey, Fluffy Shaggy Soft Area Rug, Gray Non-Slip Indoor Floor Carpet for Living Room, Kids Baby Boys Teen Dorm Home Decor Aesthetic, Nursery, Rug\", \"asin\": \"B085XT1FS3\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n {\"title\": \"Ophanie 6x9 Area Rugs for Living Room, Large Big Grey Fluffy Shag Fuzzy Plush Soft Carpets, Floor Shaggy Rug for Bedroom, Gray Carpet for Kids Boys Girls Dorm Nursery Home Decor Aesthetic\", \"asin\": \"B0DG298VQ7\", \"price\": \"$43.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"5x7 Washable Rugs Grey Blue Hallway Area Rug Indoor Accent Rug Abstract Non Slip Low Pile Carpet Distressed Throw Aesthetic Rug for Bedroom Living Room Office Dining Room Kitchen Laundry Room\", \"asin\": \"B0CS9BN7TV\", \"price\": \"$41.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n {\"title\": \"vivorug Washable Rug, Ultra Soft Area Rug 8x10, Non Slip Abstract Rug Foldable, Stain Resistant Rugs for Living Room Bedroom, Modern Fuzzy Rug (Gray/Rust, 8'x10')\", \"asin\": \"B0BJ63P1H8\", \"price\": \"$139.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"TABAYON Shaggy Tie Dyed Light Grey Rug, 2x3 Area Rugs for Living Room, Anti-Skid Extra Comfy Fluffy Floor Carpet for Indoor Home Decorative\", \"asin\": \"B09MVZ7VCN\", \"price\": \"$9.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14 Only 20 left in stock - order soon.\"},\n {\"title\": \"Chicrug Soft Runner Rugs for Bedroom Living Room Plush Fluffy Rug 2x6 Feet, Shag Furry Area Rug Carpet Non Shedding for Nursery Children Kids Girls Room Home Decorative, Grey\", \"asin\": \"B097479QQY\", \"price\": \"$21.84\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n {\"title\": \"Litanika 4x6 Shag Area Rug for Living Room Bedroom, Tie-Dyed Beige High Pile Soft Plush Shaggy Furry Cream Bedside Playroom Dorm Carpet, Non-Slip, Non-Shedding Modern Indoor Floor Rug\", \"asin\": \"B0CJVBMVS8\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"Amdrebio Pink Round Rug 4Ft for Girls Bedroom, Fluffy Circle Area Rugs for Kids Room Decor Aesthetic, Shag Fuzzy Carpet for Living Room, Nursery, Dorm, Classroom, Teen, Cute Baby Play Mat, Washable\", \"asin\": \"B085C9LRJB\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Tue, Apr 15\"},\n {\"title\": \"Rugshop Modern Wavy Circles Design Area Rug 5'3\\\" x 7'3\\\" Gray\", \"asin\": \"B07D3YHT2B\", \"price\": \"$65.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"Shag Area Rug 5x7 Feet Extra Soft Rugs for Living Room, High Pile Indoor Carpet for Bedroom, Playroom, Nursery, Home Decor, Geometric, Dark Grey/White\", \"asin\": \"B0CWZW3BSP\", \"price\": \"$24.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n {\"title\": \"Area Rug Living Room Rugs - 5x7 Abstract Large Soft Indoor Washable Rug Neutral Modern Low Pile Carpet for Bedroom Dining Room Farmhouse Home Office - Beige Blue\", \"asin\": \"B0C4331NLJ\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"nuLOOM Gloria Abstract Shag Accent Rug, 3x5, Beige\", \"asin\": \"B0BL29V7NJ\", \"price\": \"$43.99\", \"delivery\": \"FREE delivery Wed, Apr 16 for Prime members Only 8 left in stock - order soon.\"},\n {\"title\": \"Hutha 4x6 Large Area Rugs for Living Room, Super Soft Fluffy Modern Bedroom Rug, Tie-Dyed Light Grey Indoor Shag Fuzzy Carpets for Girls Kids Nursery Room Home Decor\", \"asin\": \"B0BLHJZSX8\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n {\"title\": \"5x7 Washable Area Rug Grey Abstract Modern Living Room Bedroom Throw Rug Non Slip Soft Thin Simple Indoor Floor Carpet for Office Entryway Kitchen Nursery Home Decor\", \"asin\": \"B0CRYBGXBT\", \"price\": \"$44.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n {\"title\": \"PURRUGS Dirt Trapper Door Mat 20\\\" x 31.5\\\", Non-Slip Machine Washable Entry Rug, Shoe Scraper, Dog Doormat, Super Absorbent Welcome Mat for Front & Back Door, Muddy Shoes & Paws, Bluish Grey-Black\", \"asin\": \"B09QC7GNLG\", \"price\": \"$29.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n {\"title\": \"Tepook Area Rugs 8x10 for Living Room, Super Soft Fluffy Rugs for Bedroom, Modern Shaggy Rug Fuzzy Carpets for Kids, Plush Indoor Nursery Home Decor Rug with Non-Slip Bottom, Black\", \"asin\": \"B0CJBZC48X\", \"price\": \"$99.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"TWINNIS Super Soft Shaggy Rugs Fluffy Carpets, 4x5.9 Feet, Indoor Modern Plush Area Rugs for Living Room Bedroom Kids Room Nursery Home Decor, Upgrade Anti-Skid Rectangular Fuzzy Rug, Black\", \"asin\": \"B08TRF4SMP\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n {\"title\": \"Area Rug Living Room Rugs - 5x7 Washable Large Soft Neutral Boho Moroccan Bohemian Farmhouse Rug Indoor Floor Carpet for Bedroom Under Dining Table Home Office Decor - Cream Brown\", \"asin\": \"B0BLS4BR95\", \"price\": \"$55.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n {\"title\": \"Andency 4x6 Shag Area Rug for Living Room, Tie-Dyed Dark Grey Soft Fuzzy Plush Indoor Carpets for Bedroom, Non Skid Fluffy Faux Fur Rug for Room\", \"asin\": \"B0C7FXNPTG\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"Lahome Boho Living Room 3x5 Washable Rugs for Entryway Lightweight Woven Grey Mat with Tassels, Farmhouse Bathroom Rug Non Shedding Area Carpet for Bedroom Office Camper RV Decor\", \"asin\": \"B0BPCQ4GCG\", \"price\": \"$34.84\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"Area Rug Living Room Rugs: 5x7 Large Soft Indoor Carpet Modern Abstract Rug with Non Slip Rubber Backing for Under Dining Table Nursery Home Office Bedroom White Gray Blue\", \"asin\": \"B0BZKNTWBY\", \"price\": \"$69.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n {\"title\": \"DweIke 4x6 Area Rug for Living Room, Machine Washable Rug Carpet for Rooms Decor, Low Pile Bordered Rugs with Rubber-Backed, Non-Slip Throw Carpets for Bedroom Apartment Dining Room, Grey\", \"asin\": \"B0DPGLJJ1P\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"Black Rugs for Living Room Fluffy 4x6 ft Bedroom Rug Non-Slip Area Rugs Shag Carpet for Nursery Kids PlayRoom Dorm Office Indoor 1.7'' Thick Modern Plush Carpets Boys\", \"asin\": \"B0DHRCV8WM\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n {\"title\": \"Area Rug Living Room Carpet: 5x7 Large Moroccan Soft Fluffy Geometric Washable Bedroom Rugs Dining Room Home Office Nursery Low Pile Decor Under Kitchen Table Light Brown/Ivory\", \"asin\": \"B0BL769CSF\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"Area Rug 5x7 Washable Rug Boho Soft Abstract Pattern Non-Slip Non-Shedding Faux Wool Vintage Rug for Living Room, Bedroom Rug, Farmhouse, Dining Room, Indoor, Kids Playroom, Blue\", \"asin\": \"B0C9JC317D\", \"price\": \"$50.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n {\"title\": \"Noahas Fluffy Area Rugs for Living Room,4x5.3 Feet Black Rugs for Bedroom,Thick Shag Throw Floor Carpet,Soft Shaggy Bedside Non-Slip Plush Dorm Nursery Kids Rug Home Decor Aesthetic\", \"asin\": \"B09TDC6XJL\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"Keeko 4x6 Grey Area Rugs for Bedroom, Soft Modern Living Room Rug Indoor Non Slip Low Pile Washable Rug Fluffy Fuzzy Memory Foam Carpets Throw Rugs for Kids Nursery Classroom Dorm Room Decor\", \"asin\": \"B0D2DJ6VC6\", \"price\": \"$26.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n {\"title\": \"Lahome Moroccan Blue Rug - 3x5 Non-Slip Washable Soft Rug for Bedroom Floor Throw Low-Profile Carpets for Living Room, Geometric Print Distressed Indoor Modern Rug for Entryway Dining Room Bahtroom\", \"asin\": \"B0CGRHGDQ2\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"nuLOOM 5x8 Thigpen Contemporary Area Rug, Grey, Abstract Lines, Non-Slip Backing, Stain Resistant, For Bedroom, Dining Room, Living Room, Hallway, Office, Kitchen, Entryway\", \"asin\": \"B013EZ693Y\"},\n {\"title\": \"Area Rug Living Room Rugs 5x7 - Large Soft Boho Geometric Rugs, Non-Slip Foldable Washable Area Rug Non Shedding Morden Indoor Floor Carpet for Living Bedroom Office Dining Room (Beige,5' x 7')\", \"asin\": \"B0CRVFZPDH\", \"price\": \"$45.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"4x6 Light Grey Fluffy Shag Area Rug for Bedroom, Ultra Soft Fuzzy Plush Washable Carpet for Living Room, Modern Cozy Non Skid Furry Shaggy Rug for Kids Baby Boys Nursery Dorm,Tie-Dye Gray\", \"asin\": \"B0C6GBW462\", \"price\": \"$13.19\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"Vintage 3' x 5 ' Washable Area Rug - Stylish Indoor Rug for Living, Dining or Bedroom - Lightweight Carpet with Non-Slip Backing - Foldable for Easy Placement and Maintenance - Grey\", \"asin\": \"B0CLNRN1Q8\", \"price\": \"$23.90\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n {\"title\": \"Fluffy Shag Area Rug, 4x6 Grey Rugs for Bedroom, Soft Plush Area Rugs for Living Room, Non-Slip Indoor Carpet for Nursery, Study Room, Dressing Room, Home Decor\", \"asin\": \"B0CP948N4Q\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:32:06.283Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-13T04:32:06.283Z
|
click
|
suggested_term
|
rule
|
2025-04-13T04:32:06.283Z
|
train
| 83 |
2025-04-13T04:32:06.283Z
|
click
|
suggested_term
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"}
{"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"}
<|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": "\u5730\u6bef"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"},
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{"title": "Merelax Modern Soft Fluffy Large Shaggy Rug for Bedroom Livingroom Dorm Kids Room Indoor Home Decorative, Non-Slip Plush Furry Fur Area Rugs Comfy Nursery Accent Floor Carpet 4'x6' Ivory", "asin": "B08DXNHNV1", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
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{"title": "5x7 Washable Rugs Grey Blue Hallway Area Rug Indoor Accent Rug Abstract Non Slip Low Pile Carpet Distressed Throw Aesthetic Rug for Bedroom Living Room Office Dining Room Kitchen Laundry Room", "asin": "B0CS9BN7TV", "price": "$41.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
{"title": "vivorug Washable Rug, Ultra Soft Area Rug 8x10, Non Slip Abstract Rug Foldable, Stain Resistant Rugs for Living Room Bedroom, Modern Fuzzy Rug (Gray/Rust, 8'x10')", "asin": "B0BJ63P1H8", "price": "$139.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"},
{"title": "TABAYON Shaggy Tie Dyed Light Grey Rug, 2x3 Area Rugs for Living Room, Anti-Skid Extra Comfy Fluffy Floor Carpet for Indoor Home Decorative", "asin": "B09MVZ7VCN", "price": "$9.98", "delivery": " Two-Day FREE delivery Mon, Apr 14 Only 20 left in stock - order soon."},
{"title": "Chicrug Soft Runner Rugs for Bedroom Living Room Plush Fluffy Rug 2x6 Feet, Shag Furry Area Rug Carpet Non Shedding for Nursery Children Kids Girls Room Home Decorative, Grey", "asin": "B097479QQY", "price": "$21.84", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "Litanika 4x6 Shag Area Rug for Living Room Bedroom, Tie-Dyed Beige High Pile Soft Plush Shaggy Furry Cream Bedside Playroom Dorm Carpet, Non-Slip, Non-Shedding Modern Indoor Floor Rug", "asin": "B0CJVBMVS8", "price": "$16.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"},
{"title": "Amdrebio Pink Round Rug 4Ft for Girls Bedroom, Fluffy Circle Area Rugs for Kids Room Decor Aesthetic, Shag Fuzzy Carpet for Living Room, Nursery, Dorm, Classroom, Teen, Cute Baby Play Mat, Washable", "asin": "B085C9LRJB", "price": "$17.99", "delivery": "FREE delivery Tue, Apr 15"},
{"title": "Rugshop Modern Wavy Circles Design Area Rug 5'3\" x 7'3\" Gray", "asin": "B07D3YHT2B", "price": "$65.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"},
{"title": "Shag Area Rug 5x7 Feet Extra Soft Rugs for Living Room, High Pile Indoor Carpet for Bedroom, Playroom, Nursery, Home Decor, Geometric, Dark Grey/White", "asin": "B0CWZW3BSP", "price": "$24.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
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{"title": "nuLOOM Gloria Abstract Shag Accent Rug, 3x5, Beige", "asin": "B0BL29V7NJ", "price": "$43.99", "delivery": "FREE delivery Wed, Apr 16 for Prime members Only 8 left in stock - order soon."},
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{"title": "5x7 Washable Area Rug Grey Abstract Modern Living Room Bedroom Throw Rug Non Slip Soft Thin Simple Indoor Floor Carpet for Office Entryway Kitchen Nursery Home Decor", "asin": "B0CRYBGXBT", "price": "$44.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
{"title": "PURRUGS Dirt Trapper Door Mat 20\" x 31.5\", Non-Slip Machine Washable Entry Rug, Shoe Scraper, Dog Doormat, Super Absorbent Welcome Mat for Front & Back Door, Muddy Shoes & Paws, Bluish Grey-Black", "asin": "B09QC7GNLG", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
{"title": "Tepook Area Rugs 8x10 for Living Room, Super Soft Fluffy Rugs for Bedroom, Modern Shaggy Rug Fuzzy Carpets for Kids, Plush Indoor Nursery Home Decor Rug with Non-Slip Bottom, Black", "asin": "B0CJBZC48X", "price": "$99.98", "delivery": " Two-Day FREE delivery Mon, Apr 14"},
{"title": "TWINNIS Super Soft Shaggy Rugs Fluffy Carpets, 4x5.9 Feet, Indoor Modern Plush Area Rugs for Living Room Bedroom Kids Room Nursery Home Decor, Upgrade Anti-Skid Rectangular Fuzzy Rug, Black", "asin": "B08TRF4SMP", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "Area Rug Living Room Rugs - 5x7 Washable Large Soft Neutral Boho Moroccan Bohemian Farmhouse Rug Indoor Floor Carpet for Bedroom Under Dining Table Home Office Decor - Cream Brown", "asin": "B0BLS4BR95", "price": "$55.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
{"title": "Andency 4x6 Shag Area Rug for Living Room, Tie-Dyed Dark Grey Soft Fuzzy Plush Indoor Carpets for Bedroom, Non Skid Fluffy Faux Fur Rug for Room", "asin": "B0C7FXNPTG", "price": "$15.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"},
{"title": "Lahome Boho Living Room 3x5 Washable Rugs for Entryway Lightweight Woven Grey Mat with Tassels, Farmhouse Bathroom Rug Non Shedding Area Carpet for Bedroom Office Camper RV Decor", "asin": "B0BPCQ4GCG", "price": "$34.84", "delivery": " Two-Day FREE delivery Mon, Apr 14"},
{"title": "Area Rug Living Room Rugs: 5x7 Large Soft Indoor Carpet Modern Abstract Rug with Non Slip Rubber Backing for Under Dining Table Nursery Home Office Bedroom White Gray Blue", "asin": "B0BZKNTWBY", "price": "$69.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
{"title": "DweIke 4x6 Area Rug for Living Room, Machine Washable Rug Carpet for Rooms Decor, Low Pile Bordered Rugs with Rubber-Backed, Non-Slip Throw Carpets for Bedroom Apartment Dining Room, Grey", "asin": "B0DPGLJJ1P", "price": "$29.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"},
{"title": "Black Rugs for Living Room Fluffy 4x6 ft Bedroom Rug Non-Slip Area Rugs Shag Carpet for Nursery Kids PlayRoom Dorm Office Indoor 1.7'' Thick Modern Plush Carpets Boys", "asin": "B0DHRCV8WM", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "Area Rug Living Room Carpet: 5x7 Large Moroccan Soft Fluffy Geometric Washable Bedroom Rugs Dining Room Home Office Nursery Low Pile Decor Under Kitchen Table Light Brown/Ivory", "asin": "B0BL769CSF", "price": "$69.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"},
{"title": "Area Rug 5x7 Washable Rug Boho Soft Abstract Pattern Non-Slip Non-Shedding Faux Wool Vintage Rug for Living Room, Bedroom Rug, Farmhouse, Dining Room, Indoor, Kids Playroom, Blue", "asin": "B0C9JC317D", "price": "$50.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
{"title": "Noahas Fluffy Area Rugs for Living Room,4x5.3 Feet Black Rugs for Bedroom,Thick Shag Throw Floor Carpet,Soft Shaggy Bedside Non-Slip Plush Dorm Nursery Kids Rug Home Decor Aesthetic", "asin": "B09TDC6XJL", "price": "$12.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"},
{"title": "Keeko 4x6 Grey Area Rugs for Bedroom, Soft Modern Living Room Rug Indoor Non Slip Low Pile Washable Rug Fluffy Fuzzy Memory Foam Carpets Throw Rugs for Kids Nursery Classroom Dorm Room Decor", "asin": "B0D2DJ6VC6", "price": "$26.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
{"title": "Lahome Moroccan Blue Rug - 3x5 Non-Slip Washable Soft Rug for Bedroom Floor Throw Low-Profile Carpets for Living Room, Geometric Print Distressed Indoor Modern Rug for Entryway Dining Room Bahtroom", "asin": "B0CGRHGDQ2", "price": "$39.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"},
{"title": "nuLOOM 5x8 Thigpen Contemporary Area Rug, Grey, Abstract Lines, Non-Slip Backing, Stain Resistant, For Bedroom, Dining Room, Living Room, Hallway, Office, Kitchen, Entryway", "asin": "B013EZ693Y"},
{"title": "Area Rug Living Room Rugs 5x7 - Large Soft Boho Geometric Rugs, Non-Slip Foldable Washable Area Rug Non Shedding Morden Indoor Floor Carpet for Living Bedroom Office Dining Room (Beige,5' x 7')", "asin": "B0CRVFZPDH", "price": "$45.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"},
{"title": "4x6 Light Grey Fluffy Shag Area Rug for Bedroom, Ultra Soft Fuzzy Plush Washable Carpet for Living Room, Modern Cozy Non Skid Furry Shaggy Rug for Kids Baby Boys Nursery Dorm,Tie-Dye Gray", "asin": "B0C6GBW462", "price": "$13.19", "delivery": " Two-Day FREE delivery Mon, Apr 14"},
{"title": "Vintage 3' x 5 ' Washable Area Rug - Stylish Indoor Rug for Living, Dining or Bedroom - Lightweight Carpet with Non-Slip Backing - Foldable for Easy Placement and Maintenance - Grey", "asin": "B0CLNRN1Q8", "price": "$23.90", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "Fluffy Shag Area Rug, 4x6 Grey Rugs for Bedroom, Soft Plush Area Rugs for Living Room, Non-Slip Indoor Carpet for Nursery, Study Room, Dressing Room, Home Decor", "asin": "B0CP948N4Q", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-13T04:32:06.283Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>suggested_term</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>suggested_term</answer_argument>",
"index": 83,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u5730\\u6bef\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$206.61\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - 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10 PM\"},\n {\"title\": \"Ophanie Upgrade 4x6 Rugs for Bedroom, Grey, Fluffy Shaggy Soft Area Rug, Gray Non-Slip Indoor Floor Carpet for Living Room, Kids Baby Boys Teen Dorm Home Decor Aesthetic, Nursery, Rug\", \"asin\": \"B085XT1FS3\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n {\"title\": \"Ophanie 6x9 Area Rugs for Living Room, Large Big Grey Fluffy Shag Fuzzy Plush Soft Carpets, Floor Shaggy Rug for Bedroom, Gray Carpet for Kids Boys Girls Dorm Nursery Home Decor Aesthetic\", \"asin\": \"B0DG298VQ7\", \"price\": \"$43.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"5x7 Washable Rugs Grey Blue Hallway Area Rug Indoor Accent Rug Abstract Non Slip Low Pile Carpet Distressed Throw Aesthetic Rug for Bedroom Living Room Office Dining Room Kitchen Laundry Room\", \"asin\": \"B0CS9BN7TV\", \"price\": \"$41.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n {\"title\": \"vivorug Washable Rug, Ultra Soft Area Rug 8x10, Non Slip Abstract Rug Foldable, Stain Resistant Rugs for Living Room Bedroom, Modern Fuzzy Rug (Gray/Rust, 8'x10')\", \"asin\": \"B0BJ63P1H8\", \"price\": \"$139.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"TABAYON Shaggy Tie Dyed Light Grey Rug, 2x3 Area Rugs for Living Room, Anti-Skid Extra Comfy Fluffy Floor Carpet for Indoor Home Decorative\", \"asin\": \"B09MVZ7VCN\", \"price\": \"$9.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14 Only 20 left in stock - order soon.\"},\n {\"title\": \"Chicrug Soft Runner Rugs for Bedroom Living Room Plush Fluffy Rug 2x6 Feet, Shag Furry Area Rug Carpet Non Shedding for Nursery Children Kids Girls Room Home Decorative, Grey\", \"asin\": \"B097479QQY\", \"price\": \"$21.84\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n {\"title\": \"Litanika 4x6 Shag Area Rug for Living Room Bedroom, Tie-Dyed Beige High Pile Soft Plush Shaggy Furry Cream Bedside Playroom Dorm Carpet, Non-Slip, Non-Shedding Modern Indoor Floor Rug\", \"asin\": \"B0CJVBMVS8\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"Amdrebio Pink Round Rug 4Ft for Girls Bedroom, Fluffy Circle Area Rugs for Kids Room Decor Aesthetic, Shag Fuzzy Carpet for Living Room, Nursery, Dorm, Classroom, Teen, Cute Baby Play Mat, Washable\", \"asin\": \"B085C9LRJB\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Tue, Apr 15\"},\n {\"title\": \"Rugshop Modern Wavy Circles Design Area Rug 5'3\\\" x 7'3\\\" Gray\", \"asin\": \"B07D3YHT2B\", \"price\": \"$65.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"Shag Area Rug 5x7 Feet Extra Soft Rugs for Living Room, High Pile Indoor Carpet for Bedroom, Playroom, Nursery, Home Decor, Geometric, Dark Grey/White\", \"asin\": \"B0CWZW3BSP\", \"price\": \"$24.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n {\"title\": \"Area Rug Living Room Rugs - 5x7 Abstract Large Soft Indoor Washable Rug Neutral Modern Low Pile Carpet for Bedroom Dining Room Farmhouse Home Office - Beige Blue\", \"asin\": \"B0C4331NLJ\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"nuLOOM Gloria Abstract Shag Accent Rug, 3x5, Beige\", \"asin\": \"B0BL29V7NJ\", \"price\": \"$43.99\", \"delivery\": \"FREE delivery Wed, Apr 16 for Prime members Only 8 left in stock - order soon.\"},\n {\"title\": \"Hutha 4x6 Large Area Rugs for Living Room, Super Soft Fluffy Modern Bedroom Rug, Tie-Dyed Light Grey Indoor Shag Fuzzy Carpets for Girls Kids Nursery Room Home Decor\", \"asin\": \"B0BLHJZSX8\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n {\"title\": \"5x7 Washable Area Rug Grey Abstract Modern Living Room Bedroom Throw Rug Non Slip Soft Thin Simple Indoor Floor Carpet for Office Entryway Kitchen Nursery Home Decor\", \"asin\": \"B0CRYBGXBT\", \"price\": \"$44.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n {\"title\": \"PURRUGS Dirt Trapper Door Mat 20\\\" x 31.5\\\", Non-Slip Machine Washable Entry Rug, Shoe Scraper, Dog Doormat, Super Absorbent Welcome Mat for Front & Back Door, Muddy Shoes & Paws, Bluish Grey-Black\", \"asin\": \"B09QC7GNLG\", \"price\": \"$29.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n {\"title\": \"Tepook Area Rugs 8x10 for Living Room, Super Soft Fluffy Rugs for Bedroom, Modern Shaggy Rug Fuzzy Carpets for Kids, Plush Indoor Nursery Home Decor Rug with Non-Slip Bottom, Black\", \"asin\": \"B0CJBZC48X\", \"price\": \"$99.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"TWINNIS Super Soft Shaggy Rugs Fluffy Carpets, 4x5.9 Feet, Indoor Modern Plush Area Rugs for Living Room Bedroom Kids Room Nursery Home Decor, Upgrade Anti-Skid Rectangular Fuzzy Rug, Black\", \"asin\": \"B08TRF4SMP\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n {\"title\": \"Area Rug Living Room Rugs - 5x7 Washable Large Soft Neutral Boho Moroccan Bohemian Farmhouse Rug Indoor Floor Carpet for Bedroom Under Dining Table Home Office Decor - Cream Brown\", \"asin\": \"B0BLS4BR95\", \"price\": \"$55.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n {\"title\": \"Andency 4x6 Shag Area Rug for Living Room, Tie-Dyed Dark Grey Soft Fuzzy Plush Indoor Carpets for Bedroom, Non Skid Fluffy Faux Fur Rug for Room\", \"asin\": \"B0C7FXNPTG\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"Lahome Boho Living Room 3x5 Washable Rugs for Entryway Lightweight Woven Grey Mat with Tassels, Farmhouse Bathroom Rug Non Shedding Area Carpet for Bedroom Office Camper RV Decor\", \"asin\": \"B0BPCQ4GCG\", \"price\": \"$34.84\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"Area Rug Living Room Rugs: 5x7 Large Soft Indoor Carpet Modern Abstract Rug with Non Slip Rubber Backing for Under Dining Table Nursery Home Office Bedroom White Gray Blue\", \"asin\": \"B0BZKNTWBY\", \"price\": \"$69.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n {\"title\": \"DweIke 4x6 Area Rug for Living Room, Machine Washable Rug Carpet for Rooms Decor, Low Pile Bordered Rugs with Rubber-Backed, Non-Slip Throw Carpets for Bedroom Apartment Dining Room, Grey\", \"asin\": \"B0DPGLJJ1P\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"Black Rugs for Living Room Fluffy 4x6 ft Bedroom Rug Non-Slip Area Rugs Shag Carpet for Nursery Kids PlayRoom Dorm Office Indoor 1.7'' Thick Modern Plush Carpets Boys\", \"asin\": \"B0DHRCV8WM\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n {\"title\": \"Area Rug Living Room Carpet: 5x7 Large Moroccan Soft Fluffy Geometric Washable Bedroom Rugs Dining Room Home Office Nursery Low Pile Decor Under Kitchen Table Light Brown/Ivory\", \"asin\": \"B0BL769CSF\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"Area Rug 5x7 Washable Rug Boho Soft Abstract Pattern Non-Slip Non-Shedding Faux Wool Vintage Rug for Living Room, Bedroom Rug, Farmhouse, Dining Room, Indoor, Kids Playroom, Blue\", \"asin\": \"B0C9JC317D\", \"price\": \"$50.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n {\"title\": \"Noahas Fluffy Area Rugs for Living Room,4x5.3 Feet Black Rugs for Bedroom,Thick Shag Throw Floor Carpet,Soft Shaggy Bedside Non-Slip Plush Dorm Nursery Kids Rug Home Decor Aesthetic\", \"asin\": \"B09TDC6XJL\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"Keeko 4x6 Grey Area Rugs for Bedroom, Soft Modern Living Room Rug Indoor Non Slip Low Pile Washable Rug Fluffy Fuzzy Memory Foam Carpets Throw Rugs for Kids Nursery Classroom Dorm Room Decor\", \"asin\": \"B0D2DJ6VC6\", \"price\": \"$26.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n {\"title\": \"Lahome Moroccan Blue Rug - 3x5 Non-Slip Washable Soft Rug for Bedroom Floor Throw Low-Profile Carpets for Living Room, Geometric Print Distressed Indoor Modern Rug for Entryway Dining Room Bahtroom\", \"asin\": \"B0CGRHGDQ2\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"nuLOOM 5x8 Thigpen Contemporary Area Rug, Grey, Abstract Lines, Non-Slip Backing, Stain Resistant, For Bedroom, Dining Room, Living Room, Hallway, Office, Kitchen, Entryway\", \"asin\": \"B013EZ693Y\"},\n {\"title\": \"Area Rug Living Room Rugs 5x7 - Large Soft Boho Geometric Rugs, Non-Slip Foldable Washable Area Rug Non Shedding Morden Indoor Floor Carpet for Living Bedroom Office Dining Room (Beige,5' x 7')\", \"asin\": \"B0CRVFZPDH\", \"price\": \"$45.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"4x6 Light Grey Fluffy Shag Area Rug for Bedroom, Ultra Soft Fuzzy Plush Washable Carpet for Living Room, Modern Cozy Non Skid Furry Shaggy Rug for Kids Baby Boys Nursery Dorm,Tie-Dye Gray\", \"asin\": \"B0C6GBW462\", \"price\": \"$13.19\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n {\"title\": \"Vintage 3' x 5 ' Washable Area Rug - Stylish Indoor Rug for Living, Dining or Bedroom - Lightweight Carpet with Non-Slip Backing - Foldable for Easy Placement and Maintenance - Grey\", \"asin\": \"B0CLNRN1Q8\", \"price\": \"$23.90\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n {\"title\": \"Fluffy Shag Area Rug, 4x6 Grey Rugs for Bedroom, Soft Plush Area Rugs for Living Room, Non-Slip Indoor Carpet for Nursery, Study Room, Dressing Room, Home Decor\", \"asin\": \"B0CP948N4Q\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:32:06.283Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:32:18.157Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-13T04:32:18.157Z
|
input
|
地毯 卧室
|
rule
|
2025-04-13T04:32:18.157Z
|
train
| 84 |
2025-04-13T04:32:18.157Z
|
input
|
地毯 卧室
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"}
{"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"}
<|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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-13T04:32:18.157Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>地毯 卧室</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>地毯 卧室</answer_argument>",
"index": 84,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:32:18.157Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:33:06.047Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-13T04:33:06.047Z
|
input
|
地板垫
|
rule
|
2025-04-13T04:33:06.047Z
|
train
| 85 |
2025-04-13T04:33:06.047Z
|
input
|
地板垫
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"}
{"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"}
<|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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-13T04:33:06.047Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>地板垫</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>地板垫</answer_argument>",
"index": 85,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:33:06.047Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T02:47:24.499Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-14T02:47:24.499Z
|
input
|
登山鞋
|
rule
|
2025-04-14T02:47:24.499Z
|
train
| 86 |
2025-04-14T02:47:24.499Z
|
input
|
登山鞋
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"}
{"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"}
{"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"}
<|memory_end|>
<|action_start|>
<|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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-14T02:47:24.499Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>登山鞋</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>登山鞋</answer_argument>",
"index": 86,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T02:47:24.499Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u767b\\u5c71\\u978b\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Dbeck\\nExplorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots\", \"asin\": \"B0DB88QPVF\", \"price\": \"$73.99\", \"quantity\": \"\"},\n {\"title\": \"Timberland PRO\\n6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot\", \"asin\": \"B07VWXXR26\", \"price\": \"$149.99\", \"quantity\": \"\"},\n {\"title\": \"Kapsen\\nMen's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes\", \"asin\": \"B0BCYSRK47\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"OUTJET\\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSMP99J\", \"price\": \"$49.98\", \"quantity\": \"\"},\n {\"title\": \"Timberland\\nMens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y2O\", \"price\": \"$99.99\", \"quantity\": \"\"},\n {\"title\": \"OUTJET\\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSMP99J\", \"price\": \"$49.98\", \"quantity\": \"\"},\n {\"title\": \"Alvada\\nMerino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs\", \"asin\": \"B07F3FFTMK\", \"price\": \"$17.98\", \"quantity\": \"\"},\n {\"title\": \"Timberland\\nMens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y3S\", \"price\": \"$99.95\", \"quantity\": \"\"},\n {\"title\": \"EBMORE\\n5 Pairs Womens Merino Wool Thermal Socks Winter Thick Warm Hiking Cozy Crew Comfy Boot Socks\", \"asin\": \"B01N1EJK4U\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Kricely\\nMen's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking\", \"asin\": \"B0DPZKV2DW\", \"price\": \"$42.99\", \"quantity\": \"\"}\n ],\n \"search_results\": [\n {\"title\": \"Avi-Verge Mens Sneakers - Cross Trainer Mens Tennis Shoes, Pickleball or Walking Shoes for Men, Medium or Extra Wide Width Court Shoes Size 7 to 16\", \"asin\": \"B07B81DX32\", \"price\": \"$49.97\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSMP99J\", \"price\": \"$49.98\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing\", \"asin\": \"B07QBYRW1B\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Amphibious Water Shoes | Quick Drying | Casual-Style Inspired\", \"asin\": \"B0C1NHR5F5\", \"price\": \"$35.09\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Running Shoes Ultra Lightweight Breathable Comfortable Walking Shoes Casual Fashion Sneakers Mesh Workout Shoes\", \"asin\": \"B09G9ZR4JF\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Ankle High Waterproof Hiking Boots Outdoor Lightweight Shoes Trekking Trails Armadillo\", \"asin\": \"B07L5KB8BW\", \"price\": \"$61.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Crestwood Waterproof Hiking Shoe\", \"asin\": \"B0787HHS7Z\", \"price\": \"$52.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Moab 3 Hiking Shoe\", \"asin\": \"B098KH1P14\", \"price\": \"$87.97\", \"delivery\": \"FREE delivery Thu, Apr 17 Or fastest delivery Apr 15 - 16\"},\n {\"title\": \"Men's Low Top Waterproof Hiking Shoes Trekking Trails Outdoor Work Shoes\", \"asin\": \"B07L5H7WYJ\", \"price\": \"$38.68\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Women's Discontinued Newton Ridge Plus Waterproof Amped\", \"asin\": \"B01HEH31OI\", \"price\": \"$74.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Voyageur Low Height Breathable Hiking Shoe\", \"asin\": \"B06ZZ4Q74T\", \"price\": \"$79.97\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Women's Comfortable Slip Resistant Service Shoe\", \"asin\": \"B09RXJ713B\", \"price\": \"$43.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Water Shoes Women Men Quick Drying Swim Beach Aqua Shoes for Water Sport Diving Hiking Sailing Travel\", \"asin\": \"B083ZX7G5T\", \"price\": \"$35.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot\", \"asin\": \"B07VWXXR26\", \"price\": \"$149.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes\", \"asin\": \"B0BCYSRK47\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 17 - 20 for Prime members\"},\n {\"title\": \"Men's Newton Ridge Bc Hiking Shoe\", \"asin\": \"B0BKZ21YSN\", \"price\": \"$80.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Terrex AX4 Hiking Shoe\", \"asin\": \"B09VCKBJZD\", \"price\": \"$100.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Waterproof Hiking Boots Outdoor Mid Trekking Lightweight Mountaineering Shoes Paladin\", \"asin\": \"B0CC8X9T96\", \"price\": \"$56.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Moab 3 Hiking Shoe\", \"asin\": \"B098KHW1V7\", \"price\": \"$99.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Explorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots\", \"asin\": \"B0DB88QPVF\", \"price\": \"$73.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 1 left in stock - order soon.\"},\n {\"title\": \"Mens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y2O\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Welding Work Boots for Men Slip on Steel Toe Shoes for Men Indestructible Steel Toe Boots Welder Men's Work Shoes Fireproof Safety Footwear for Construction Men's Work & Safety Footwear\", \"asin\": \"B0C556167H\", \"price\": \"$53.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Water Shoes for Women Men Quick-Dry Aqua Shoes Men's Hiking Water Shoes Women's Beach Shoes Lightweight Water Sports Shoes for Swimming Fishing Kayaking\", \"asin\": \"B0BN42G9ZZ\", \"price\": \"$36.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Moab 2 Vent Hiking Shoe\", \"asin\": \"B01HFPP4KI\", \"price\": \"$105.05\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Waterproof Hiking Shoes Lightweight Anti Slip Outdoor Ankle Boots Breathable Hike Trekking Trails Shoe\", \"asin\": \"B0D56ZYWMP\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n {\"title\": \"Men's Targhee 3 Low Height Waterproof Hiking Shoe\", \"asin\": \"B01N350YIK\", \"price\": \"$100.28\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Mens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y3S\", \"price\": \"$99.95\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Water Shoes Men Quick Drying Outdoor Hiking Barefoot Boat Footwear Aqua Shoes for Water Sport Waders Diving Hiking Sailing Travel Beach Wading Swimming Fishing Kayaking\", \"asin\": \"B0DPCGGCPH\", \"price\": \"$37.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Merino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs\", \"asin\": \"B07F3FFTMK\", \"price\": \"$17.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Waterproof Hiking Shoes Leather Low-Top Hiking Shoes for Outdoor Trailing Trekking Camping Walking Quest\", \"asin\": \"B08P6NGG2H\", \"price\": \"$46.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Hiking Shoes Men Lightweight Non-Slip Breathable Sneakers Low Top Walking Shoes for Outdoor Trailing Trekking Walking Climbing\", \"asin\": \"B08Q77K84W\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Facet 75 Outdry Hiking Shoe\", \"asin\": \"B0CLW8D1D1\", \"price\": \"$78.00\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Women's Lightweight Hiking Shoes Quick Laces Outdoors Sneakers\", \"asin\": \"B0BPDGSKRY\", \"price\": \"$57.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Barefoot Shoes Men Wide Toe Box Zero Drop Water Shoes Men for Gym Workout Minimalist Weightlifting Cross-Trainer Running Hike Grounded Footwear\", \"asin\": \"B0BQR1V8F2\", \"price\": \"$24.79\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Waterproof Hiking Boots Tactical Work Boots Outdoor Lightweight Military Boots\", \"asin\": \"B09BTLD9Y3\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Moab 3 Waterproof Hiking Shoe\", \"asin\": \"B09FNS63M9\", \"price\": \"$78.41\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSLFCMJ\", \"price\": \"$49.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Women's Lightweight Hiking Boots Waterproof Trekking for Outdoor\", \"asin\": \"B0D473VPXC\", \"price\": \"$43.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Speedcross Peak Climasalomon Waterproof\", \"asin\": \"B0CF2RTYGN\", \"price\": \"$125.00\", \"delivery\": \"FREE delivery Apr 17 - 20 for Prime members\"},\n {\"title\": \"Women's Moab 3 Mid Waterproof Hiking Boot\", \"asin\": \"B0987WK5BM\", \"price\": \"$95.63\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Women's Terrex Anylander Hiking Sneaker\", \"asin\": \"B0CKM8X6VJ\", \"price\": \"$56.90\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Men's Hedgehog Fastpack 3 Waterproof Hiking Shoes\", \"asin\": \"B0C1ZZSK14\", \"price\": \"$135.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's X Ultra Pioneer Mid Climasalomon Waterproof Hiking Boot\", \"asin\": \"B094QZRYH3\", \"price\": \"$149.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Men's Yokota 2 Hiking Shoe\", \"asin\": \"B07M6CT66R\", \"price\": \"$80.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Hiking Boots Waterproof Non Slip Comfortable Walking Boot Water Resistant Outdoor Lightweight Ankle Hiker Shoes Trekking Trail\", \"asin\": \"B0CCR58WCV\", \"price\": \"$35.90\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Women's Moab 2 Vent Hiking Shoe\", \"asin\": \"B01HFPQII0\", \"price\": \"$66.00\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Men's Transverse Hike Waterproof Boot\", \"asin\": \"B0CLWF94S6\"},\n {\"title\": \"Men's Moab Adventure Waterproof Moc\", \"asin\": \"B08J8GCL4L\"},\n {\"title\": \"Women's Hiking Shoes Lightweight Walking Sneakers with Arch Support Outdoor Work Camping Tennis Workout Cross Training Echo\", \"asin\": \"B0DSB3GZCN\", \"price\": \"$56.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Women's Moab 3 Hiking Shoe\", \"asin\": \"B098KKBLPB\", \"price\": \"$50.41\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n {\"title\": \"Men's Targhee II Low Height Waterproof Hiking Shoe\", \"asin\": \"B005D4U04Y\", \"price\": \"$120.81\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Women's X Ultra Pioneer Climasalomon Waterproof Hiking Shoes Trail Running\", \"asin\": \"B094R1B8ML\", \"price\": \"$119.28\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's X Ultra 4 Mid Gore-Tex Hiking Boot\", \"asin\": \"B08LKNY4K6\"},\n {\"title\": \"Men's Barefoot Running Shoes | Minimalist Cross-Trainer | Zero Drop Sole\", \"asin\": \"B08CK2G9V6\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking\", \"asin\": \"B0DPZLYDWF\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Men's Selmen-Enago 66275 Low Profile Waterproof Lace Up\", \"asin\": \"B07NVBR2QH\", \"price\": \"$63.75\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Moab 3 Mid Waterproof Hiking Boot\", \"asin\": \"B0987Y3D85\", \"price\": \"$135.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Women's Lightweight Hiking Shoes Chunky Tennis Comfortable Non-Slip Trekking Trails Shoes Outdoor Platform Walking Sneakers Horizon\", \"asin\": \"B0D14J67G5\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing\", \"asin\": \"B08TCDKV5J\", \"price\": \"$26.39\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Targhee 3 Oxford Casual Hiking Shoe\", \"asin\": \"B07T9T8MFX\", \"price\": \"$118.50\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Waterproof Hiking Shoes Leather Comfortable Lightweight Anti-Slip Outdoor Walking Work Sneakers\", \"asin\": \"B0CC2WVW9H\", \"price\": \"$43.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's work boots Waterproof Hiking Boots,thermal Leather Ankle Snow Boots for Outdoor Climbing, Trekking, Backpacking, and Trekking\", \"asin\": \"B0DCK1JN2F\", \"price\": \"$40.75\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Moab 3 Mid Hiking Boot\", \"asin\": \"B0987WBP3S\", \"price\": \"$130.00\", \"delivery\": \"FREE delivery Wed, Apr 16\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T02:47:29.356Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-14T02:47:29.356Z
|
input
|
登山鞋 男
|
rule
|
2025-04-14T02:47:29.356Z
|
train
| 87 |
2025-04-14T02:47:29.356Z
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input
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登山鞋 男
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
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<|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.
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{"title": "Men's Waterproof Hiking Boots Tactical Work Boots Outdoor Lightweight Military Boots", "asin": "B09BTLD9Y3", "price": "$59.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Men's Moab 3 Waterproof Hiking Shoe", "asin": "B09FNS63M9", "price": "$78.41", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSLFCMJ", "price": "$49.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Women's Lightweight Hiking Boots Waterproof Trekking for Outdoor", "asin": "B0D473VPXC", "price": "$43.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Men's Speedcross Peak Climasalomon Waterproof", "asin": "B0CF2RTYGN", "price": "$125.00", "delivery": "FREE delivery Apr 17 - 20 for Prime members"},
{"title": "Women's Moab 3 Mid Waterproof Hiking Boot", "asin": "B0987WK5BM", "price": "$95.63", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Women's Terrex Anylander Hiking Sneaker", "asin": "B0CKM8X6VJ", "price": "$56.90", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "Men's Hedgehog Fastpack 3 Waterproof Hiking Shoes", "asin": "B0C1ZZSK14", "price": "$135.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Men's X Ultra Pioneer Mid Climasalomon Waterproof Hiking Boot", "asin": "B094QZRYH3", "price": "$149.99", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "Men's Yokota 2 Hiking Shoe", "asin": "B07M6CT66R", "price": "$80.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Men's Hiking Boots Waterproof Non Slip Comfortable Walking Boot Water Resistant Outdoor Lightweight Ankle Hiker Shoes Trekking Trail", "asin": "B0CCR58WCV", "price": "$35.90", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Women's Moab 2 Vent Hiking Shoe", "asin": "B01HFPQII0", "price": "$66.00", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "Men's Transverse Hike Waterproof Boot", "asin": "B0CLWF94S6"},
{"title": "Men's Moab Adventure Waterproof Moc", "asin": "B08J8GCL4L"},
{"title": "Women's Hiking Shoes Lightweight Walking Sneakers with Arch Support Outdoor Work Camping Tennis Workout Cross Training Echo", "asin": "B0DSB3GZCN", "price": "$56.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Women's Moab 3 Hiking Shoe", "asin": "B098KKBLPB", "price": "$50.41", "delivery": "FREE delivery Thu, Apr 17 for Prime members"},
{"title": "Men's Targhee II Low Height Waterproof Hiking Shoe", "asin": "B005D4U04Y", "price": "$120.81", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "Women's X Ultra Pioneer Climasalomon Waterproof Hiking Shoes Trail Running", "asin": "B094R1B8ML", "price": "$119.28", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Men's X Ultra 4 Mid Gore-Tex Hiking Boot", "asin": "B08LKNY4K6"},
{"title": "Men's Barefoot Running Shoes | Minimalist Cross-Trainer | Zero Drop Sole", "asin": "B08CK2G9V6", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Men's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking", "asin": "B0DPZLYDWF", "price": "$42.99", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "Men's Selmen-Enago 66275 Low Profile Waterproof Lace Up", "asin": "B07NVBR2QH", "price": "$63.75", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Men's Moab 3 Mid Waterproof Hiking Boot", "asin": "B0987Y3D85", "price": "$135.97", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Women's Lightweight Hiking Shoes Chunky Tennis Comfortable Non-Slip Trekking Trails Shoes Outdoor Platform Walking Sneakers Horizon", "asin": "B0D14J67G5", "price": "$33.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing", "asin": "B08TCDKV5J", "price": "$26.39", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Men's Targhee 3 Oxford Casual Hiking Shoe", "asin": "B07T9T8MFX", "price": "$118.50", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Men's Waterproof Hiking Shoes Leather Comfortable Lightweight Anti-Slip Outdoor Walking Work Sneakers", "asin": "B0CC2WVW9H", "price": "$43.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Men's work boots Waterproof Hiking Boots,thermal Leather Ankle Snow Boots for Outdoor Climbing, Trekking, Backpacking, and Trekking", "asin": "B0DCK1JN2F", "price": "$40.75", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Men's Moab 3 Mid Hiking Boot", "asin": "B0987WBP3S", "price": "$130.00", "delivery": "FREE delivery Wed, Apr 16"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-14T02:47:29.356Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>登山鞋 男</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>登山鞋 男</answer_argument>",
"index": 87,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u767b\\u5c71\\u978b\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Dbeck\\nExplorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots\", \"asin\": \"B0DB88QPVF\", \"price\": \"$73.99\", \"quantity\": \"\"},\n {\"title\": \"Timberland PRO\\n6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot\", \"asin\": \"B07VWXXR26\", \"price\": \"$149.99\", \"quantity\": \"\"},\n {\"title\": \"Kapsen\\nMen's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes\", \"asin\": \"B0BCYSRK47\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"OUTJET\\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSMP99J\", \"price\": \"$49.98\", \"quantity\": \"\"},\n {\"title\": \"Timberland\\nMens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y2O\", \"price\": \"$99.99\", \"quantity\": \"\"},\n {\"title\": \"OUTJET\\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSMP99J\", \"price\": \"$49.98\", \"quantity\": \"\"},\n {\"title\": \"Alvada\\nMerino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs\", \"asin\": \"B07F3FFTMK\", \"price\": \"$17.98\", \"quantity\": \"\"},\n {\"title\": \"Timberland\\nMens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y3S\", \"price\": \"$99.95\", \"quantity\": \"\"},\n {\"title\": \"EBMORE\\n5 Pairs Womens Merino Wool Thermal Socks Winter Thick Warm Hiking Cozy Crew Comfy Boot Socks\", \"asin\": \"B01N1EJK4U\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"Kricely\\nMen's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking\", \"asin\": \"B0DPZKV2DW\", \"price\": \"$42.99\", \"quantity\": \"\"}\n ],\n \"search_results\": [\n {\"title\": \"Avi-Verge Mens Sneakers - Cross Trainer Mens Tennis Shoes, Pickleball or Walking Shoes for Men, Medium or Extra Wide Width Court Shoes Size 7 to 16\", \"asin\": \"B07B81DX32\", \"price\": \"$49.97\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSMP99J\", \"price\": \"$49.98\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing\", \"asin\": \"B07QBYRW1B\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Amphibious Water Shoes | Quick Drying | Casual-Style Inspired\", \"asin\": \"B0C1NHR5F5\", \"price\": \"$35.09\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Running Shoes Ultra Lightweight Breathable Comfortable Walking Shoes Casual Fashion Sneakers Mesh Workout Shoes\", \"asin\": \"B09G9ZR4JF\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Ankle High Waterproof Hiking Boots Outdoor Lightweight Shoes Trekking Trails Armadillo\", \"asin\": \"B07L5KB8BW\", \"price\": \"$61.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Crestwood Waterproof Hiking Shoe\", \"asin\": \"B0787HHS7Z\", \"price\": \"$52.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Moab 3 Hiking Shoe\", \"asin\": \"B098KH1P14\", \"price\": \"$87.97\", \"delivery\": \"FREE delivery Thu, Apr 17 Or fastest delivery Apr 15 - 16\"},\n {\"title\": \"Men's Low Top Waterproof Hiking Shoes Trekking Trails Outdoor Work Shoes\", \"asin\": \"B07L5H7WYJ\", \"price\": \"$38.68\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Women's Discontinued Newton Ridge Plus Waterproof Amped\", \"asin\": \"B01HEH31OI\", \"price\": \"$74.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Voyageur Low Height Breathable Hiking Shoe\", \"asin\": \"B06ZZ4Q74T\", \"price\": \"$79.97\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Women's Comfortable Slip Resistant Service Shoe\", \"asin\": \"B09RXJ713B\", \"price\": \"$43.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Water Shoes Women Men Quick Drying Swim Beach Aqua Shoes for Water Sport Diving Hiking Sailing Travel\", \"asin\": \"B083ZX7G5T\", \"price\": \"$35.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot\", \"asin\": \"B07VWXXR26\", \"price\": \"$149.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes\", \"asin\": \"B0BCYSRK47\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 17 - 20 for Prime members\"},\n {\"title\": \"Men's Newton Ridge Bc Hiking Shoe\", \"asin\": \"B0BKZ21YSN\", \"price\": \"$80.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Terrex AX4 Hiking Shoe\", \"asin\": \"B09VCKBJZD\", \"price\": \"$100.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Waterproof Hiking Boots Outdoor Mid Trekking Lightweight Mountaineering Shoes Paladin\", \"asin\": \"B0CC8X9T96\", \"price\": \"$56.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Moab 3 Hiking Shoe\", \"asin\": \"B098KHW1V7\", \"price\": \"$99.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Explorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots\", \"asin\": \"B0DB88QPVF\", \"price\": \"$73.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 1 left in stock - order soon.\"},\n {\"title\": \"Mens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y2O\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Welding Work Boots for Men Slip on Steel Toe Shoes for Men Indestructible Steel Toe Boots Welder Men's Work Shoes Fireproof Safety Footwear for Construction Men's Work & Safety Footwear\", \"asin\": \"B0C556167H\", \"price\": \"$53.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Water Shoes for Women Men Quick-Dry Aqua Shoes Men's Hiking Water Shoes Women's Beach Shoes Lightweight Water Sports Shoes for Swimming Fishing Kayaking\", \"asin\": \"B0BN42G9ZZ\", \"price\": \"$36.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Moab 2 Vent Hiking Shoe\", \"asin\": \"B01HFPP4KI\", \"price\": \"$105.05\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Waterproof Hiking Shoes Lightweight Anti Slip Outdoor Ankle Boots Breathable Hike Trekking Trails Shoe\", \"asin\": \"B0D56ZYWMP\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n {\"title\": \"Men's Targhee 3 Low Height Waterproof Hiking Shoe\", \"asin\": \"B01N350YIK\", \"price\": \"$100.28\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Mens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y3S\", \"price\": \"$99.95\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Water Shoes Men Quick Drying Outdoor Hiking Barefoot Boat Footwear Aqua Shoes for Water Sport Waders Diving Hiking Sailing Travel Beach Wading Swimming Fishing Kayaking\", \"asin\": \"B0DPCGGCPH\", \"price\": \"$37.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Merino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs\", \"asin\": \"B07F3FFTMK\", \"price\": \"$17.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Waterproof Hiking Shoes Leather Low-Top Hiking Shoes for Outdoor Trailing Trekking Camping Walking Quest\", \"asin\": \"B08P6NGG2H\", \"price\": \"$46.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Hiking Shoes Men Lightweight Non-Slip Breathable Sneakers Low Top Walking Shoes for Outdoor Trailing Trekking Walking Climbing\", \"asin\": \"B08Q77K84W\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Facet 75 Outdry Hiking Shoe\", \"asin\": \"B0CLW8D1D1\", \"price\": \"$78.00\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Women's Lightweight Hiking Shoes Quick Laces Outdoors Sneakers\", \"asin\": \"B0BPDGSKRY\", \"price\": \"$57.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Barefoot Shoes Men Wide Toe Box Zero Drop Water Shoes Men for Gym Workout Minimalist Weightlifting Cross-Trainer Running Hike Grounded Footwear\", \"asin\": \"B0BQR1V8F2\", \"price\": \"$24.79\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Waterproof Hiking Boots Tactical Work Boots Outdoor Lightweight Military Boots\", \"asin\": \"B09BTLD9Y3\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Moab 3 Waterproof Hiking Shoe\", \"asin\": \"B09FNS63M9\", \"price\": \"$78.41\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSLFCMJ\", \"price\": \"$49.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Women's Lightweight Hiking Boots Waterproof Trekking for Outdoor\", \"asin\": \"B0D473VPXC\", \"price\": \"$43.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Speedcross Peak Climasalomon Waterproof\", \"asin\": \"B0CF2RTYGN\", \"price\": \"$125.00\", \"delivery\": \"FREE delivery Apr 17 - 20 for Prime members\"},\n {\"title\": \"Women's Moab 3 Mid Waterproof Hiking Boot\", \"asin\": \"B0987WK5BM\", \"price\": \"$95.63\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Women's Terrex Anylander Hiking Sneaker\", \"asin\": \"B0CKM8X6VJ\", \"price\": \"$56.90\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Men's Hedgehog Fastpack 3 Waterproof Hiking Shoes\", \"asin\": \"B0C1ZZSK14\", \"price\": \"$135.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's X Ultra Pioneer Mid Climasalomon Waterproof Hiking Boot\", \"asin\": \"B094QZRYH3\", \"price\": \"$149.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Men's Yokota 2 Hiking Shoe\", \"asin\": \"B07M6CT66R\", \"price\": \"$80.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Hiking Boots Waterproof Non Slip Comfortable Walking Boot Water Resistant Outdoor Lightweight Ankle Hiker Shoes Trekking Trail\", \"asin\": \"B0CCR58WCV\", \"price\": \"$35.90\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Women's Moab 2 Vent Hiking Shoe\", \"asin\": \"B01HFPQII0\", \"price\": \"$66.00\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Men's Transverse Hike Waterproof Boot\", \"asin\": \"B0CLWF94S6\"},\n {\"title\": \"Men's Moab Adventure Waterproof Moc\", \"asin\": \"B08J8GCL4L\"},\n {\"title\": \"Women's Hiking Shoes Lightweight Walking Sneakers with Arch Support Outdoor Work Camping Tennis Workout Cross Training Echo\", \"asin\": \"B0DSB3GZCN\", \"price\": \"$56.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Women's Moab 3 Hiking Shoe\", \"asin\": \"B098KKBLPB\", \"price\": \"$50.41\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n {\"title\": \"Men's Targhee II Low Height Waterproof Hiking Shoe\", \"asin\": \"B005D4U04Y\", \"price\": \"$120.81\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Women's X Ultra Pioneer Climasalomon Waterproof Hiking Shoes Trail Running\", \"asin\": \"B094R1B8ML\", \"price\": \"$119.28\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's X Ultra 4 Mid Gore-Tex Hiking Boot\", \"asin\": \"B08LKNY4K6\"},\n {\"title\": \"Men's Barefoot Running Shoes | Minimalist Cross-Trainer | Zero Drop Sole\", \"asin\": \"B08CK2G9V6\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking\", \"asin\": \"B0DPZLYDWF\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Men's Selmen-Enago 66275 Low Profile Waterproof Lace Up\", \"asin\": \"B07NVBR2QH\", \"price\": \"$63.75\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Moab 3 Mid Waterproof Hiking Boot\", \"asin\": \"B0987Y3D85\", \"price\": \"$135.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Women's Lightweight Hiking Shoes Chunky Tennis Comfortable Non-Slip Trekking Trails Shoes Outdoor Platform Walking Sneakers Horizon\", \"asin\": \"B0D14J67G5\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing\", \"asin\": \"B08TCDKV5J\", \"price\": \"$26.39\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Targhee 3 Oxford Casual Hiking Shoe\", \"asin\": \"B07T9T8MFX\", \"price\": \"$118.50\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Waterproof Hiking Shoes Leather Comfortable Lightweight Anti-Slip Outdoor Walking Work Sneakers\", \"asin\": \"B0CC2WVW9H\", \"price\": \"$43.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's work boots Waterproof Hiking Boots,thermal Leather Ankle Snow Boots for Outdoor Climbing, Trekking, Backpacking, and Trekking\", \"asin\": \"B0DCK1JN2F\", \"price\": \"$40.75\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Men's Moab 3 Mid Hiking Boot\", \"asin\": \"B0987WBP3S\", \"price\": \"$130.00\", \"delivery\": \"FREE delivery Wed, Apr 16\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T02:47:29.356Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T03:52:39.278Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-14T03:52:39.278Z
|
input
|
果盘
|
rule
|
2025-04-14T03:52:39.278Z
|
train
| 88 |
2025-04-14T03:52:39.278Z
|
input
|
果盘
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"}
{"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"}
{"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"}
{"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"}
<|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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-14T03:52:39.278Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>果盘</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>果盘</answer_argument>",
"index": 88,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T03:52:39.278Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. 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21 for Prime members\"},\n {\"title\": \"Divided Serving Tray with Lid and Handle Fruit Containers for Fridge Snack Box Container Divided Storage Box for Platters for Serving Food Outdoor Party Snack Cracker and Spice Organizer\", \"asin\": \"B0DGGDCJ6V\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"LEXA 12\\\" Handmade White Bamboo Wooden Fruit Bowl for Kitchen Counter - 130Oz Lightweight Large Bamboo Wooden Bowls for Food, Wooden Salad Bowl, Wood Bowls for food - Wooden Serving Bowl for Snacks\", \"asin\": \"B0BBQL4LNC\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Apr 19 - 22 for Prime members\"},\n {\"title\": \"LE TAUCI Pasta Bowls 32 oz, Salad Bowls Set for Serving Soup, Pasta, Noodle, Dinner, Large Kitchen Bowl Plates, Microwave Safe - 7.8 Inch, Set of 4, White\", \"asin\": \"B08F4GHM23\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"2 Tier Fruit Basket for Kitchen- Bamboo Fruit and Vegetable Storage Bowl Stand for Kitchen Countertop, Produce Basket Fruit Holder for Potato, Onion, Bread, Snack Storage\", \"asin\": \"B0B6ZV5VV5\", \"price\": \"$35.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Ceramic Fruit Bowl, 10 Inch White Fruit Bowl For Kitchen Counter,White Pedestal Bowl for Decor,Decorative Fruit Bowl for Kitchen & Home Decor (Ceramic White)\", \"asin\": \"B0CFY36QTL\", \"price\": \"$31.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Chip and Dip Serving Set, 13.5\\\" Serving Platters and Trays, Appetizer Serving Tray, Divided Serving Tray, Party Serving Relish Trays and Platters, Lazy Susan Taco Bar, Lazy Susan Serving Platter\", \"asin\": \"B0CPD1MZ87\", \"price\": \"$52.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"DOWAN 360\\u00b0 Rotatable Serving Tray and Platters, 12 Inch Divided Serving Bowls for Party, Kitchen Decor, Removable Serving Dishes for Chips and Dip, Fruit, Veggies, Candy and Snacks, 7 Pieces, White\", \"asin\": \"B099RHFZDV\", \"price\": \"$37.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"3 Pack Divided Serving Tray, 13 Inch Unbreakable Chip and Dip Platter, Melamine Appetizer Serving Plate, 5 Sectional Party Snack Relish Tray for Serving Food, Nuts, Candy, Dried Fruit, Veggies\", \"asin\": \"B0C4SSVQSD\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer\", \"asin\": \"B08B3F97WX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Colorful Woven Glass Fruit Bowls Set of 2 (2 colors). Decoration Old Fashioned Glass Plates. 10 inch Large Bowl Hand Painted Multicolor Salad Bowls. Suitable for Dessert, Candy, Snack & More.\", \"asin\": \"B0D2L5RHLS\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members Only 6 left in stock - order soon.\"},\n {\"title\": \"Folkulture Wooden Fruit Bowl for Kitchen Counter | 12\\\" Large Premium Banana Fruit Basket for Kitchen | Black Wood Bowl with Holder, Pedestal for Table Decor, Centerpiece for Dining Table\", \"asin\": \"B09TFGMVR8\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Divided Serving Tray with Lid and Handle, Rotating Snackle Boxes Container Spinner, Portable Snack Tray Organizer with Cutlery, 6 Compartment Veggie Fruit Charcuterie Platter for Travel Party Picnic\", \"asin\": \"B0DB82XCD1\", \"price\": \"$18.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 18 left in stock - order soon.\"},\n {\"title\": \"Fruit Basket, 2 Tier Bamboo Fruit Basket for Kitchen, 11\\\" Tall Fruit Stand Storage Holder, Heavy Duty/Large Capacity for Vegetables, Fruit, and Snack, 15 mm Thickness (Self-assembly)\", \"asin\": \"B09YJ7TSYM\", \"price\": \"$28.98\", \"delivery\": \"FREE delivery Apr 30 - May 14 for Prime members\"},\n {\"title\": \"Modern Farmhouse 2 Tier Fruit Basket for Kitchen Counter, Vintage Wire and Wooden Base Fruit Bowl / Stand for Kitchen countertop Decor - Double Tree Fruit & Vegetables Basket\", \"asin\": \"B0BLFMGBCK\", \"price\": \"$42.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Fruit Basket for Kitchen Counter 2 Pack, Fruit Plate Decorative Bowls with Draining Holes, Fruit and Vegetable Holders for Countertops, Home Decor Serving Dish Table Centerpiece Decoration\", \"asin\": \"B0B1B2BVSK\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery May 2 - 12 Or fastest delivery Apr 15 - 16 Only 9 left in stock - order soon.\"},\n {\"title\": \"Metal Wire Fruit Basket, Black Fruit Bowl for Kitchen Counter, Fruit Holder Stand Storage Baskets for Countertop, Home Decor, Table Centerpieces, Vegetable Bowls for Fruits, Veggies, Snacks (Black)\", \"asin\": \"B08HC5MVJ1\", \"price\": \"$14.87\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter - 3 Tier Ceramic Serving Bowls with Metal Stand, Tiered Fruit Basket for Fruit Vegetable Storage, Snack, Nuts, Cake, Dessert, Small & Cute (Gold-Rimmed)\", \"asin\": \"B0D2573S3Z\", \"price\": \"$46.99\", \"delivery\": \"FREE delivery Apr 21 - 25 for Prime members\"},\n {\"title\": \"Ceramic Fruit Bowl or Decorative Pedestal Bowl for Table D\\u00e9cor, 10\\\" Fruit Basket for Kitchen Counter or Home Decor, Fruit & Vegetable Holder, Large Ceramic Fruit Bowl for Home Decorative Centerpiece\", \"asin\": \"B0CPSBC2CT\", \"price\": \"$35.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"mwellewm 10 Pcs Round Plastic Appetizer Tray with Lid Divided Serving Tray, Disposable Food Storage Containers, Kids Snack, Fruit Platter Vegetable Trays for Party and Buffet\", \"asin\": \"B09TT7F77N\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Mascot Desktop Decoration Buddhist Utensils Religious Pray Sacrificial Supplies \\u9676\\u74f7\\u4f9b\\u76d8 \\u4f9b\\u4f5b\\u679c\\u76d8\\u4f5b\\u524d\\u6c34\\u679c\\u76d8 \\u5bb6\\u7528\\u4e0a\\u9999\\u83b2\\u82b1\\u9ad8\\u811a\\u8d21\\u76d8\\u4f9b\\u54c1\\u4f5b\\u5177\\u7528\\u54c1 1Pcs(\\u62db\\u8d22\\u6b3e6\\u5bf8\\u3010\\u9ec4\\u8272\\u3011)\", \"asin\": \"B0C9LPVDCF\", \"price\": \"$49.42\", \"delivery\": \"$4.99 delivery May 5 - 14\"},\n {\"title\": \"Decor Metal Fruit Bowl, Modern Kitchen Fruit Basket, Large Round Kitchen Basket, for Fruit, Vegetable, Bread, Candy and Nut - Gold\", \"asin\": \"B099NQK8W7\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Thcbme 2024\\u9ad8\\u7aef\\u65f6\\u5c1a\\u6c34\\u679c\\u76d8\\u5927\\u53f7\\u6c34\\u6676\\u73bb\\u7483\\u76d8\\u5bb6\\u7528\\u5ba2\\u5385\\u8336\\u51e0\\u6c99\\u62c9\\u76d8\\u5b50\\u8f7b\\u5962/Plates and Bowls Set, Safety for Microwave & Dishwasher,/30.5CM\\u95ea\\u70c1\\u534a\\u900f\\u660e\\u73bb\\u7483\\u515c\", \"asin\": \"B0DMJZXB5H\", \"price\": \"$149.09\", \"delivery\": \"FREE delivery Apr 30 - May 12\"},\n {\"title\": \"\\u61d2\\u4eba\\u55d1\\u74dc\\u5b50\\u795e\\u5668\\u5403\\u74dc\\u5b50\\u5ba2\\u5385\\u5e8a\\u4e0a\\u6c34\\u679c\\u76d8\\u5bb6\\u7528\\u7cd6\\u679c\\u521b\\u610f\\u96f6\\u98df\\u5e72\\u679c\\u76d8 Household Cleaning\\uff0cKitchen Storage Essentials\", \"asin\": \"B0DZ12VCK8\", \"price\": \"$34.92\", \"delivery\": \"FREE delivery May 7 - 16\"},\n {\"title\": \"MYOSOTIS Foldable Fruit Basket Gift Bamboo Fruit and Veggie Basket,Fruit Bowl Holder Dried Fruit Basket For Christmas decorations Holiday Party Mom Gifts (Apple)\", \"asin\": \"B07SKP4NWM\", \"price\": \"$20.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Thcbme \\u73bb\\u7483\\u679c\\u76d8\\u9ad8\\u8db3\\u76d8\\u5b50\\u6258\\u76d8\\u6446\\u76d8\\u5bb6\\u7528\\u8f7b\\u5962\\u9152\\u5e97\\u70b9\\u5fc3\\u7cd6\\u679c\\u76d8\\u7cd5\\u70b9\\u76d8/Home Buffet Porcelain Chip Plates/Dinnerware Plates, Bowls,/\\u9ad8\\u8db3\\u7ad6\\u6761\\u7eb9\\u73bb\\u7483\\u679c\\u76d8\", \"asin\": \"B0DMLCXS93\", \"price\": \"$63.69\", \"delivery\": \"FREE delivery Apr 30 - May 12\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T04:36:02.936Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-14T04:36:02.936Z
|
click_product
|
B097DNWR91
|
rule
|
2025-04-14T04:36:02.936Z
|
train
| 89 |
2025-04-14T04:36:02.936Z
|
click_product
|
B097DNWR91
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
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"title": "Go to detail page for \"Miicol Prosecco Stopper, Rose Gold Initial Wine Stopper - Personalised Champagne Gift for Wine Lovers.\" Rated 4.8 out of 5 stars by 1069 reviews. Eligible for Prime.",
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{"title": "TOSY Magnet Pyramid Stone - 1 Cube Transforms into 1 Billion Shapes, Easter Basket Stuffers Essentials for Kids/Teens, 243 Rare Earth Magnets, Holographic Design, Puzzle/STEAM Toy", "asin": "B0DMSVXBDV", "price": "$23.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
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{"title": "GNIEMCKIN Wooden Serving Platter, 8 x 8 Inch, Set of 5, Acacia Wood Tray, Perfect for Serving Charcuterie, Appetizers, Desserts, Dips, Sushi, Parties, Family Gatherings, Weddings, and Home Decor", "asin": "B0D4D7VWJ5", "price": "$36.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
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{"title": "DOWAN 360\u00b0 Rotatable Serving Tray and Platters, 12 Inch Divided Serving Bowls for Party, Kitchen Decor, Removable Serving Dishes for Chips and Dip, Fruit, Veggies, Candy and Snacks, 7 Pieces, White", "asin": "B099RHFZDV", "price": "$37.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "3 Pack Divided Serving Tray, 13 Inch Unbreakable Chip and Dip Platter, Melamine Appetizer Serving Plate, 5 Sectional Party Snack Relish Tray for Serving Food, Nuts, Candy, Dried Fruit, Veggies", "asin": "B0C4SSVQSD", "price": "$23.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer", "asin": "B08B3F97WX", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Colorful Woven Glass Fruit Bowls Set of 2 (2 colors). Decoration Old Fashioned Glass Plates. 10 inch Large Bowl Hand Painted Multicolor Salad Bowls. Suitable for Dessert, Candy, Snack & More.", "asin": "B0D2L5RHLS", "price": "$28.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 6 left in stock - order soon."},
{"title": "Folkulture Wooden Fruit Bowl for Kitchen Counter | 12\" Large Premium Banana Fruit Basket for Kitchen | Black Wood Bowl with Holder, Pedestal for Table Decor, Centerpiece for Dining Table", "asin": "B09TFGMVR8", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Divided Serving Tray with Lid and Handle, Rotating Snackle Boxes Container Spinner, Portable Snack Tray Organizer with Cutlery, 6 Compartment Veggie Fruit Charcuterie Platter for Travel Party Picnic", "asin": "B0DB82XCD1", "price": "$18.74", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 18 left in stock - order soon."},
{"title": "Fruit Basket, 2 Tier Bamboo Fruit Basket for Kitchen, 11\" Tall Fruit Stand Storage Holder, Heavy Duty/Large Capacity for Vegetables, Fruit, and Snack, 15 mm Thickness (Self-assembly)", "asin": "B09YJ7TSYM", "price": "$28.98", "delivery": "FREE delivery Apr 30 - May 14 for Prime members"},
{"title": "Modern Farmhouse 2 Tier Fruit Basket for Kitchen Counter, Vintage Wire and Wooden Base Fruit Bowl / Stand for Kitchen countertop Decor - Double Tree Fruit & Vegetables Basket", "asin": "B0BLFMGBCK", "price": "$42.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Fruit Basket for Kitchen Counter 2 Pack, Fruit Plate Decorative Bowls with Draining Holes, Fruit and Vegetable Holders for Countertops, Home Decor Serving Dish Table Centerpiece Decoration", "asin": "B0B1B2BVSK", "price": "$22.99", "delivery": "FREE delivery May 2 - 12 Or fastest delivery Apr 15 - 16 Only 9 left in stock - order soon."},
{"title": "Metal Wire Fruit Basket, Black Fruit Bowl for Kitchen Counter, Fruit Holder Stand Storage Baskets for Countertop, Home Decor, Table Centerpieces, Vegetable Bowls for Fruits, Veggies, Snacks (Black)", "asin": "B08HC5MVJ1", "price": "$14.87", "delivery": "FREE delivery Sat, Apr 19 for Prime members"},
{"title": "Fruit Bowl for Kitchen Counter - 3 Tier Ceramic Serving Bowls with Metal Stand, Tiered Fruit Basket for Fruit Vegetable Storage, Snack, Nuts, Cake, Dessert, Small & Cute (Gold-Rimmed)", "asin": "B0D2573S3Z", "price": "$46.99", "delivery": "FREE delivery Apr 21 - 25 for Prime members"},
{"title": "Ceramic Fruit Bowl or Decorative Pedestal Bowl for Table D\u00e9cor, 10\" Fruit Basket for Kitchen Counter or Home Decor, Fruit & Vegetable Holder, Large Ceramic Fruit Bowl for Home Decorative Centerpiece", "asin": "B0CPSBC2CT", "price": "$35.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "mwellewm 10 Pcs Round Plastic Appetizer Tray with Lid Divided Serving Tray, Disposable Food Storage Containers, Kids Snack, Fruit Platter Vegetable Trays for Party and Buffet", "asin": "B09TT7F77N", "price": "$19.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Mascot Desktop Decoration Buddhist Utensils Religious Pray Sacrificial Supplies \u9676\u74f7\u4f9b\u76d8 \u4f9b\u4f5b\u679c\u76d8\u4f5b\u524d\u6c34\u679c\u76d8 \u5bb6\u7528\u4e0a\u9999\u83b2\u82b1\u9ad8\u811a\u8d21\u76d8\u4f9b\u54c1\u4f5b\u5177\u7528\u54c1 1Pcs(\u62db\u8d22\u6b3e6\u5bf8\u3010\u9ec4\u8272\u3011)", "asin": "B0C9LPVDCF", "price": "$49.42", "delivery": "$4.99 delivery May 5 - 14"},
{"title": "Decor Metal Fruit Bowl, Modern Kitchen Fruit Basket, Large Round Kitchen Basket, for Fruit, Vegetable, Bread, Candy and Nut - Gold", "asin": "B099NQK8W7", "price": "$25.99", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "Thcbme 2024\u9ad8\u7aef\u65f6\u5c1a\u6c34\u679c\u76d8\u5927\u53f7\u6c34\u6676\u73bb\u7483\u76d8\u5bb6\u7528\u5ba2\u5385\u8336\u51e0\u6c99\u62c9\u76d8\u5b50\u8f7b\u5962/Plates and Bowls Set, Safety for Microwave & Dishwasher,/30.5CM\u95ea\u70c1\u534a\u900f\u660e\u73bb\u7483\u515c", "asin": "B0DMJZXB5H", "price": "$149.09", "delivery": "FREE delivery Apr 30 - May 12"},
{"title": "\u61d2\u4eba\u55d1\u74dc\u5b50\u795e\u5668\u5403\u74dc\u5b50\u5ba2\u5385\u5e8a\u4e0a\u6c34\u679c\u76d8\u5bb6\u7528\u7cd6\u679c\u521b\u610f\u96f6\u98df\u5e72\u679c\u76d8 Household Cleaning\uff0cKitchen Storage Essentials", "asin": "B0DZ12VCK8", "price": "$34.92", "delivery": "FREE delivery May 7 - 16"},
{"title": "MYOSOTIS Foldable Fruit Basket Gift Bamboo Fruit and Veggie Basket,Fruit Bowl Holder Dried Fruit Basket For Christmas decorations Holiday Party Mom Gifts (Apple)", "asin": "B07SKP4NWM", "price": "$20.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Thcbme \u73bb\u7483\u679c\u76d8\u9ad8\u8db3\u76d8\u5b50\u6258\u76d8\u6446\u76d8\u5bb6\u7528\u8f7b\u5962\u9152\u5e97\u70b9\u5fc3\u7cd6\u679c\u76d8\u7cd5\u70b9\u76d8/Home Buffet Porcelain Chip Plates/Dinnerware Plates, Bowls,/\u9ad8\u8db3\u7ad6\u6761\u7eb9\u73bb\u7483\u679c\u76d8", "asin": "B0DMLCXS93", "price": "$63.69", "delivery": "FREE delivery Apr 30 - May 12"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-14T04:36:02.936Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click_product</answer_action><answer_argument>B097DNWR91</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B097DNWR91</answer_argument>",
"index": 89,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": 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\"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", 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3 Pack, 11.8\\\" x 5.9\\\" Rectangular Wooden Serving Platter, Wood Boards for Food, Mini Cheese Board for Vegetable, Charcuterie, Appetizer, Decor (Set 3)\", \"asin\": \"B0CT92TV7F\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 7 left in stock - order soon.\"},\n {\"title\": \"Gomakren 3 Tier Serving Stand with Porcelain Serving Platter Tray - Collapsible Gold Stand with 3 Piece Large14 Inch White Plates for Food Presentation Dessert Server Display and Entertaining\", \"asin\": \"B0BYVNCFJM\", \"price\": \"$36.99\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members\"},\n {\"title\": \"\\u6c34\\u679c\\u76d8\\uff0c \\u5ba2\\u5385\\uff0c \\u5bb6\\u5c45\\u5ba2\\u5385\\uff0c \\u5496\\u5561\\u684c\\uff0c \\u6c34\\u679c\\u76d8\\uff0c \\u5c0f\\u5403\\uff0c \\u6c34\\u6676\\u6c34\\u679c\\u7f50\\uff0c \\u7cd6\\u679c\\u76d8\", \"asin\": \"B0F26K5325\", \"price\": \"$10.15\", \"delivery\": \"FREE delivery May 1 - 16 Or fastest delivery Apr 18 - 22\"},\n {\"title\": \"PLASTICPRO 6 Sectional Round Plastic Serving Tray/Platters White & Silver Pack of 2\", \"asin\": \"B081D8XY7V\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Ceramic Bowls and with Lid Gold Basket Trays, 6 Removable Small Bowls Condiment Trays Nut Serving Set for Snacks, Fruits, Candy and Condiments - Great for Parties, Holiday Gifts, White\", \"asin\": \"B0BL799FVM\", \"price\": \"$33.89\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"60oz Salad Bowl Set,2 Pack Serving Bowls for Entertaining,8inch Large White Ceramic Bowl for Side Dishes,Soup, Pho, Cereal, Pasta, Fruit, Microwave and Dishwasher Safe\", \"asin\": \"B0D9PTJRXL\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"GNIEMCKIN Wooden Serving Platter, 8 x 8 Inch, Set of 5, Acacia Wood Tray, Perfect for Serving Charcuterie, Appetizers, Desserts, Dips, Sushi, Parties, Family Gatherings, Weddings, and Home Decor\", \"asin\": \"B0D4D7VWJ5\", \"price\": \"$36.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"OwnMy 3-Tier Fruit Basket Stand Decorative Iron Fruit Bowl, Metal Wire Fruit Holder Storage Trays Table Countertop Holder for Vegetables Bread Snack, Modern Fruit Bowls for Kitchen Home Use (Gold)\", \"asin\": \"B08YNQDT5W\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 18 - 21 for Prime members\"},\n {\"title\": \"Divided Serving Tray with Lid and Handle Fruit Containers for Fridge Snack Box Container Divided Storage Box for Platters for Serving Food Outdoor Party Snack Cracker and Spice Organizer\", \"asin\": \"B0DGGDCJ6V\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"LEXA 12\\\" Handmade White Bamboo Wooden Fruit Bowl for Kitchen Counter - 130Oz Lightweight Large Bamboo Wooden Bowls for Food, Wooden Salad Bowl, Wood Bowls for food - Wooden Serving Bowl for Snacks\", \"asin\": \"B0BBQL4LNC\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Apr 19 - 22 for Prime members\"},\n {\"title\": \"LE TAUCI Pasta Bowls 32 oz, Salad Bowls Set for Serving Soup, Pasta, Noodle, Dinner, Large Kitchen Bowl Plates, Microwave Safe - 7.8 Inch, Set of 4, White\", \"asin\": \"B08F4GHM23\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"2 Tier Fruit Basket for Kitchen- Bamboo Fruit and Vegetable Storage Bowl Stand for Kitchen Countertop, Produce Basket Fruit Holder for Potato, Onion, Bread, Snack Storage\", \"asin\": \"B0B6ZV5VV5\", \"price\": \"$35.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Ceramic Fruit Bowl, 10 Inch White Fruit Bowl For Kitchen Counter,White Pedestal Bowl for Decor,Decorative Fruit Bowl for Kitchen & Home Decor (Ceramic White)\", \"asin\": \"B0CFY36QTL\", \"price\": \"$31.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Chip and Dip Serving Set, 13.5\\\" Serving Platters and Trays, Appetizer Serving Tray, Divided Serving Tray, Party Serving Relish Trays and Platters, Lazy Susan Taco Bar, Lazy Susan Serving Platter\", \"asin\": \"B0CPD1MZ87\", \"price\": \"$52.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"DOWAN 360\\u00b0 Rotatable Serving Tray and Platters, 12 Inch Divided Serving Bowls for Party, Kitchen Decor, Removable Serving Dishes for Chips and Dip, Fruit, Veggies, Candy and Snacks, 7 Pieces, White\", \"asin\": \"B099RHFZDV\", \"price\": \"$37.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"3 Pack Divided Serving Tray, 13 Inch Unbreakable Chip and Dip Platter, Melamine Appetizer Serving Plate, 5 Sectional Party Snack Relish Tray for Serving Food, Nuts, Candy, Dried Fruit, Veggies\", \"asin\": \"B0C4SSVQSD\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer\", \"asin\": \"B08B3F97WX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Colorful Woven Glass Fruit Bowls Set of 2 (2 colors). Decoration Old Fashioned Glass Plates. 10 inch Large Bowl Hand Painted Multicolor Salad Bowls. Suitable for Dessert, Candy, Snack & More.\", \"asin\": \"B0D2L5RHLS\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members Only 6 left in stock - order soon.\"},\n {\"title\": \"Folkulture Wooden Fruit Bowl for Kitchen Counter | 12\\\" Large Premium Banana Fruit Basket for Kitchen | Black Wood Bowl with Holder, Pedestal for Table Decor, Centerpiece for Dining Table\", \"asin\": \"B09TFGMVR8\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Divided Serving Tray with Lid and Handle, Rotating Snackle Boxes Container Spinner, Portable Snack Tray Organizer with Cutlery, 6 Compartment Veggie Fruit Charcuterie Platter for Travel Party Picnic\", \"asin\": \"B0DB82XCD1\", \"price\": \"$18.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 18 left in stock - order soon.\"},\n {\"title\": \"Fruit Basket, 2 Tier Bamboo Fruit Basket for Kitchen, 11\\\" Tall Fruit Stand Storage Holder, Heavy Duty/Large Capacity for Vegetables, Fruit, and Snack, 15 mm Thickness (Self-assembly)\", \"asin\": \"B09YJ7TSYM\", \"price\": \"$28.98\", \"delivery\": \"FREE delivery Apr 30 - May 14 for Prime members\"},\n {\"title\": \"Modern Farmhouse 2 Tier Fruit Basket for Kitchen Counter, Vintage Wire and Wooden Base Fruit Bowl / Stand for Kitchen countertop Decor - Double Tree Fruit & Vegetables Basket\", \"asin\": \"B0BLFMGBCK\", \"price\": \"$42.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Fruit Basket for Kitchen Counter 2 Pack, Fruit Plate Decorative Bowls with Draining Holes, Fruit and Vegetable Holders for Countertops, Home Decor Serving Dish Table Centerpiece Decoration\", \"asin\": \"B0B1B2BVSK\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery May 2 - 12 Or fastest delivery Apr 15 - 16 Only 9 left in stock - order soon.\"},\n {\"title\": \"Metal Wire Fruit Basket, Black Fruit Bowl for Kitchen Counter, Fruit Holder Stand Storage Baskets for Countertop, Home Decor, Table Centerpieces, Vegetable Bowls for Fruits, Veggies, Snacks (Black)\", \"asin\": \"B08HC5MVJ1\", \"price\": \"$14.87\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter - 3 Tier Ceramic Serving Bowls with Metal Stand, Tiered Fruit Basket for Fruit Vegetable Storage, Snack, Nuts, Cake, Dessert, Small & Cute (Gold-Rimmed)\", \"asin\": \"B0D2573S3Z\", \"price\": \"$46.99\", \"delivery\": \"FREE delivery Apr 21 - 25 for Prime members\"},\n {\"title\": \"Ceramic Fruit Bowl or Decorative Pedestal Bowl for Table D\\u00e9cor, 10\\\" Fruit Basket for Kitchen Counter or Home Decor, Fruit & Vegetable Holder, Large Ceramic Fruit Bowl for Home Decorative Centerpiece\", \"asin\": \"B0CPSBC2CT\", \"price\": \"$35.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"mwellewm 10 Pcs Round Plastic Appetizer Tray with Lid Divided Serving Tray, Disposable Food Storage Containers, Kids Snack, Fruit Platter Vegetable Trays for Party and Buffet\", \"asin\": \"B09TT7F77N\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Mascot Desktop Decoration Buddhist Utensils Religious Pray Sacrificial Supplies \\u9676\\u74f7\\u4f9b\\u76d8 \\u4f9b\\u4f5b\\u679c\\u76d8\\u4f5b\\u524d\\u6c34\\u679c\\u76d8 \\u5bb6\\u7528\\u4e0a\\u9999\\u83b2\\u82b1\\u9ad8\\u811a\\u8d21\\u76d8\\u4f9b\\u54c1\\u4f5b\\u5177\\u7528\\u54c1 1Pcs(\\u62db\\u8d22\\u6b3e6\\u5bf8\\u3010\\u9ec4\\u8272\\u3011)\", \"asin\": \"B0C9LPVDCF\", \"price\": \"$49.42\", \"delivery\": \"$4.99 delivery May 5 - 14\"},\n {\"title\": \"Decor Metal Fruit Bowl, Modern Kitchen Fruit Basket, Large Round Kitchen Basket, for Fruit, Vegetable, Bread, Candy and Nut - Gold\", \"asin\": \"B099NQK8W7\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Thcbme 2024\\u9ad8\\u7aef\\u65f6\\u5c1a\\u6c34\\u679c\\u76d8\\u5927\\u53f7\\u6c34\\u6676\\u73bb\\u7483\\u76d8\\u5bb6\\u7528\\u5ba2\\u5385\\u8336\\u51e0\\u6c99\\u62c9\\u76d8\\u5b50\\u8f7b\\u5962/Plates and Bowls Set, Safety for Microwave & Dishwasher,/30.5CM\\u95ea\\u70c1\\u534a\\u900f\\u660e\\u73bb\\u7483\\u515c\", \"asin\": \"B0DMJZXB5H\", \"price\": \"$149.09\", \"delivery\": \"FREE delivery Apr 30 - May 12\"},\n {\"title\": \"\\u61d2\\u4eba\\u55d1\\u74dc\\u5b50\\u795e\\u5668\\u5403\\u74dc\\u5b50\\u5ba2\\u5385\\u5e8a\\u4e0a\\u6c34\\u679c\\u76d8\\u5bb6\\u7528\\u7cd6\\u679c\\u521b\\u610f\\u96f6\\u98df\\u5e72\\u679c\\u76d8 Household Cleaning\\uff0cKitchen Storage Essentials\", \"asin\": \"B0DZ12VCK8\", \"price\": \"$34.92\", \"delivery\": \"FREE delivery May 7 - 16\"},\n {\"title\": \"MYOSOTIS Foldable Fruit Basket Gift Bamboo Fruit and Veggie Basket,Fruit Bowl Holder Dried Fruit Basket For Christmas decorations Holiday Party Mom Gifts (Apple)\", \"asin\": \"B07SKP4NWM\", \"price\": \"$20.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Thcbme \\u73bb\\u7483\\u679c\\u76d8\\u9ad8\\u8db3\\u76d8\\u5b50\\u6258\\u76d8\\u6446\\u76d8\\u5bb6\\u7528\\u8f7b\\u5962\\u9152\\u5e97\\u70b9\\u5fc3\\u7cd6\\u679c\\u76d8\\u7cd5\\u70b9\\u76d8/Home Buffet Porcelain Chip Plates/Dinnerware Plates, Bowls,/\\u9ad8\\u8db3\\u7ad6\\u6761\\u7eb9\\u73bb\\u7483\\u679c\\u76d8\", \"asin\": \"B0DMLCXS93\", \"price\": \"$63.69\", \"delivery\": \"FREE delivery Apr 30 - May 12\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T04:36:02.936Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u679c\\u76d8\"\n}\n ],\n \"product_details\": [\n {\n \"asin\": \"B097DNWR91\"\n},\n {\n \"title\": \"Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White\"\n},\n {\n \"price\": \"$19.88\"\n},\n {\n \"bullet_list\": \"Stylish Appearance: Our fruit basket bowl stand is very suitable to store or display fruits, vegetables, bread and snacks. It looks pretty good no matter how it is placed, adding a stylish atmosphere to your kitchen or living space. High-Quality Materials: The fruit basket is made of durable and environmentally friendly PP material. The weight is 330 grams, the edges are smooth, and the hand feels comfortable without hurting your hands. Perfect Design: In order to keep your fruits and vegetables fresh, there is hollow design at the bottom to drain water of the fruit bowl . The perfect design is also a unique decoration. Easy to Clean: the fruit basket is 26.5 cm in diameter and 11.5 cm in height. It can be disassembled for cleaning at any time, and the water discharged from the upper layer can be poured out at any time. Multi-Purpose Fruit Bowl: This is fruit holder suitable for any purpose, very suitable for holding various events, such as parties, birthdays, graduation ceremonies, tea parties. It's also a good choice as a gift to your family or friends.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"White\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Ceramic Fruit Bowl for Home Kitchen Decor, 10\\\" Large Fruit Basket,Decorative Fruit ...\", \"asin\": \"B0D6WJNFPN\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"2-Tier Fruit Basket Stand \\u2013 Stylish Fruit Holder for Kitchen Countertop, Large Frui...\", \"asin\": \"B0DDLHV83X\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter - 10\\\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl\", \"asin\": \"B0CXXBSFHR\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Black Fruit Basket - Stylish Metal Wire Fruit Bowl for Kitchens - Decorative Fruit ...\", \"asin\": \"B0C4YY25LX\", \"price\": \"$27.99\", \"quantity\": \"\"},\n {\"title\": \"Concrete Fruit Bowl - Large Decorative Pedestal Bowl for Kitchen Counter & Entryway...\", \"asin\": \"B0DFQHBPGH\", \"price\": \"$38.99\", \"quantity\": \"\"},\n {\"title\": \"Granite Inspired Matte White Fruit Bowl | Wide, Shallow Textured Pedestal Bowl | 11...\", \"asin\": \"B0DNN6QTKC\", \"price\": \"$47.99\", \"quantity\": \"\"},\n {\"title\": \"CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black\", \"asin\": \"B08CV7G68L\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Fruit Bowl Black Fruit Bowl Stand for Kitchen Counter Wire Fruit Basket Modern Coun...\", \"asin\": \"B097GXXTCG\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"WENSHUO Three-Legs Ceramic Fruit Bowl for Kitchen Counter, Decorative Bowl for Table D\\u00e9cor, 10-inch Oval Large Bowls for Breads (Matte Cr\\u00e8me)\", \"asin\": \"B0B74Y2SPH\", \"price\": \"$39.84\", \"quantity\": \"\"},\n {\"title\": \"CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black\", \"asin\": \"B08CV7G68L\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"VHC Brands Ribbed White Wooden Fruit Bowl 5.5x12x12, Kitchen Decor, Decorative Wooden Pedestal Bowl, Perfect Centerpiece for Table, Island, or Counter\", \"asin\": \"B0D9MWMMJ4\", \"price\": \"$27.49\", \"quantity\": \"\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter - 10\\\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl\", \"asin\": \"B0CXXBSFHR\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"2 Tier Fruit Basket for Kitchen with 2 Banana Hangers, Detachable Metal Fruit Bowl ...\", \"asin\": \"B0DBQKKMHM\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter - 12\\\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl\", \"asin\": \"B0CCN8C396\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"VHC Brands Ribbed Black Wooden Fruit Bowl 5.5x12x12, Kitchen Decor, Decorative Wooden Pedestal Bowl, Perfect Centerpiece for Table, Island, or Counter\", \"asin\": \"B0D9MV544B\", \"price\": \"$29.39\", \"quantity\": \"\"},\n {\"title\": \"Creative Co-Op Stoneware Bowl w Reactive Glaze, White\", \"asin\": \"B09B4KP49X\", \"price\": \"$18.49\", \"quantity\": \"\"},\n {\"title\": \"10.4 Inch Fruit Bowl Fruit Basket Kitchen Storage Baskets Removable Decorative Pede...\", \"asin\": \"B0DLBBDLXR\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"Large Decorative Bowl - Fruit Bowl for Kitchen Counter - Modern Decorative Bowl for...\", \"asin\": \"B0DFH36TRH\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Concrete Fruit Bowl - Large Decorative Pedestal Bowl for Kitchen Counter & Entryway...\", \"asin\": \"B0DFQHBPGH\", \"price\": \"$38.99\", \"quantity\": \"\"},\n {\"title\": \"Granite Inspired Matte White Fruit Bowl | Wide, Shallow Textured Pedestal Bowl | 11...\", \"asin\": \"B0DNN6QTKC\", \"price\": \"$47.99\", \"quantity\": \"\"},\n {\"title\": \"Handmade Decorative Glass Salad Bowl with Crackle Finish & Acacia Wood Base, 9 Inch...\", \"asin\": \"B0DQ9GK1XK\", \"price\": \"$21.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"onefitow\\u00a0Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White\", \"asin\": \"B097DNWR91\", \"price\": \"$19.88\"},\n {\"title\": \"onefitow\\u00a0Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece Counter or Dining Room Tables (green)\", \"asin\": \"B097DLG4PN\", \"price\": \"$19.98\"},\n {\"title\": \"CLAYNIX\\u00a0Bamboo Fruit Bowl, Decorative Bowl For Kitchen Counter, Large Serving Bowl, Or Fruit Basket For Kitchen (White)\", \"asin\": \"B0C6PSXB41\", \"price\": \"$23.99\"},\n {\"title\": \"Magclay\\u00a0Ceramic Fruit Bowl, 8.6\\\" Fruit Basket for Kitchen Counter, Decorative Pedestal Bowl for Table Decor, Round Fruit Holder, White\", \"asin\": \"B0C281RH2M\", \"price\": \"$26.99\"},\n {\"title\": \"Opeikla\\u00a0Ceramic Fruit Bowl for Home Kitchen Decor, 10\\\" Large Fruit Basket,Decorative Fruit Storage for Table Countertop, Fruit and Vegetable Holder\", \"asin\": \"B0D6WJNFPN\", \"price\": \"$26.99\"},\n {\"title\": \"Awarmbe\\u00a010.4 Inch Fruit Bowl, Fruit Bowl For Kitchen Counter, Pedestal Fruit Bowl For Table Countertop, Fruit Bowls For Home, White\", \"asin\": \"B09HF41KYS\", \"price\": \"$24.99\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T04:36:08.951Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-14T04:36:08.951Z
|
click
|
other
|
rule
|
2025-04-14T04:36:08.951Z
|
train
| 90 |
2025-04-14T04:36:08.951Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"}
{"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"}
{"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"}
{"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"}
{"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"}
{"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"}
<|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": "\u679c\u76d8"
}
],
"product_details": [
{
"asin": "B097DNWR91"
},
{
"title": "Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White"
},
{
"price": "$19.88"
},
{
"bullet_list": "Stylish Appearance: Our fruit basket bowl stand is very suitable to store or display fruits, vegetables, bread and snacks. It looks pretty good no matter how it is placed, adding a stylish atmosphere to your kitchen or living space. High-Quality Materials: The fruit basket is made of durable and environmentally friendly PP material. The weight is 330 grams, the edges are smooth, and the hand feels comfortable without hurting your hands. Perfect Design: In order to keep your fruits and vegetables fresh, there is hollow design at the bottom to drain water of the fruit bowl . The perfect design is also a unique decoration. Easy to Clean: the fruit basket is 26.5 cm in diameter and 11.5 cm in height. It can be disassembled for cleaning at any time, and the water discharged from the upper layer can be poured out at any time. Multi-Purpose Fruit Bowl: This is fruit holder suitable for any purpose, very suitable for holding various events, such as parties, birthdays, graduation ceremonies, tea parties. It's also a good choice as a gift to your family or friends."
}
],
"product_quantity": [
{
"quantity": "1"
}
],
"product_options": [
{
"Color": "White"
}
],
"promotion_items": [
{"title": "Ceramic Fruit Bowl for Home Kitchen Decor, 10\" Large Fruit Basket,Decorative Fruit ...", "asin": "B0D6WJNFPN", "price": "$26.99", "quantity": ""},
{"title": "2-Tier Fruit Basket Stand \u2013 Stylish Fruit Holder for Kitchen Countertop, Large Frui...", "asin": "B0DDLHV83X", "price": "$39.99", "quantity": ""},
{"title": "Fruit Bowl for Kitchen Counter - 10\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl", "asin": "B0CXXBSFHR", "price": "$24.99", "quantity": ""},
{"title": "Black Fruit Basket - Stylish Metal Wire Fruit Bowl for Kitchens - Decorative Fruit ...", "asin": "B0C4YY25LX", "price": "$27.99", "quantity": ""},
{"title": "Concrete Fruit Bowl - Large Decorative Pedestal Bowl for Kitchen Counter & Entryway...", "asin": "B0DFQHBPGH", "price": "$38.99", "quantity": ""},
{"title": "Granite Inspired Matte White Fruit Bowl | Wide, Shallow Textured Pedestal Bowl | 11...", "asin": "B0DNN6QTKC", "price": "$47.99", "quantity": ""},
{"title": "CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black", "asin": "B08CV7G68L", "price": "$16.99", "quantity": ""},
{"title": "Fruit Bowl Black Fruit Bowl Stand for Kitchen Counter Wire Fruit Basket Modern Coun...", "asin": "B097GXXTCG", "price": "$19.99", "quantity": ""},
{"title": "WENSHUO Three-Legs Ceramic Fruit Bowl for Kitchen Counter, Decorative Bowl for Table D\u00e9cor, 10-inch Oval Large Bowls for Breads (Matte Cr\u00e8me)", "asin": "B0B74Y2SPH", "price": "$39.84", "quantity": ""},
{"title": "CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black", "asin": "B08CV7G68L", "price": "$16.99", "quantity": ""},
{"title": "VHC Brands Ribbed White Wooden Fruit Bowl 5.5x12x12, Kitchen Decor, Decorative Wooden Pedestal Bowl, Perfect Centerpiece for Table, Island, or Counter", "asin": "B0D9MWMMJ4", "price": "$27.49", "quantity": ""},
{"title": "Fruit Bowl for Kitchen Counter - 10\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl", "asin": "B0CXXBSFHR", "price": "$24.99", "quantity": ""},
{"title": "2 Tier Fruit Basket for Kitchen with 2 Banana Hangers, Detachable Metal Fruit Bowl ...", "asin": "B0DBQKKMHM", "price": "$18.99", "quantity": ""},
{"title": "Fruit Bowl for Kitchen Counter - 12\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl", "asin": "B0CCN8C396", "price": "$29.99", "quantity": ""},
{"title": "VHC Brands Ribbed Black Wooden Fruit Bowl 5.5x12x12, Kitchen Decor, Decorative Wooden Pedestal Bowl, Perfect Centerpiece for Table, Island, or Counter", "asin": "B0D9MV544B", "price": "$29.39", "quantity": ""},
{"title": "Creative Co-Op Stoneware Bowl w Reactive Glaze, White", "asin": "B09B4KP49X", "price": "$18.49", "quantity": ""},
{"title": "10.4 Inch Fruit Bowl Fruit Basket Kitchen Storage Baskets Removable Decorative Pede...", "asin": "B0DLBBDLXR", "price": "$13.99", "quantity": ""},
{"title": "Large Decorative Bowl - Fruit Bowl for Kitchen Counter - Modern Decorative Bowl for...", "asin": "B0DFH36TRH", "price": "$37.99", "quantity": ""},
{"title": "Concrete Fruit Bowl - Large Decorative Pedestal Bowl for Kitchen Counter & Entryway...", "asin": "B0DFQHBPGH", "price": "$38.99", "quantity": ""},
{"title": "Granite Inspired Matte White Fruit Bowl | Wide, Shallow Textured Pedestal Bowl | 11...", "asin": "B0DNN6QTKC", "price": "$47.99", "quantity": ""},
{"title": "Handmade Decorative Glass Salad Bowl with Crackle Finish & Acacia Wood Base, 9 Inch...", "asin": "B0DQ9GK1XK", "price": "$21.99", "quantity": ""}
],
"comparison_items": [
{"title": "onefitow\u00a0Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White", "asin": "B097DNWR91", "price": "$19.88"},
{"title": "onefitow\u00a0Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece Counter or Dining Room Tables (green)", "asin": "B097DLG4PN", "price": "$19.98"},
{"title": "CLAYNIX\u00a0Bamboo Fruit Bowl, Decorative Bowl For Kitchen Counter, Large Serving Bowl, Or Fruit Basket For Kitchen (White)", "asin": "B0C6PSXB41", "price": "$23.99"},
{"title": "Magclay\u00a0Ceramic Fruit Bowl, 8.6\" Fruit Basket for Kitchen Counter, Decorative Pedestal Bowl for Table Decor, Round Fruit Holder, White", "asin": "B0C281RH2M", "price": "$26.99"},
{"title": "Opeikla\u00a0Ceramic Fruit Bowl for Home Kitchen Decor, 10\" Large Fruit Basket,Decorative Fruit Storage for Table Countertop, Fruit and Vegetable Holder", "asin": "B0D6WJNFPN", "price": "$26.99"},
{"title": "Awarmbe\u00a010.4 Inch Fruit Bowl, Fruit Bowl For Kitchen Counter, Pedestal Fruit Bowl For Table Countertop, Fruit Bowls For Home, White", "asin": "B09HF41KYS", "price": "$24.99"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-14T04:36:08.951Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 90,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\\u679c\\u76d8\"\n}\n ],\n \"product_details\": [\n {\n \"asin\": \"B097DNWR91\"\n},\n {\n \"title\": \"Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White\"\n},\n {\n \"price\": \"$19.88\"\n},\n {\n \"bullet_list\": \"Stylish Appearance: Our fruit basket bowl stand is very suitable to store or display fruits, vegetables, bread and snacks. It looks pretty good no matter how it is placed, adding a stylish atmosphere to your kitchen or living space. High-Quality Materials: The fruit basket is made of durable and environmentally friendly PP material. The weight is 330 grams, the edges are smooth, and the hand feels comfortable without hurting your hands. Perfect Design: In order to keep your fruits and vegetables fresh, there is hollow design at the bottom to drain water of the fruit bowl . The perfect design is also a unique decoration. Easy to Clean: the fruit basket is 26.5 cm in diameter and 11.5 cm in height. It can be disassembled for cleaning at any time, and the water discharged from the upper layer can be poured out at any time. Multi-Purpose Fruit Bowl: This is fruit holder suitable for any purpose, very suitable for holding various events, such as parties, birthdays, graduation ceremonies, tea parties. It's also a good choice as a gift to your family or friends.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Color\": \"White\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Ceramic Fruit Bowl for Home Kitchen Decor, 10\\\" Large Fruit Basket,Decorative Fruit ...\", \"asin\": \"B0D6WJNFPN\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"2-Tier Fruit Basket Stand \\u2013 Stylish Fruit Holder for Kitchen Countertop, Large Frui...\", \"asin\": \"B0DDLHV83X\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter - 10\\\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl\", \"asin\": \"B0CXXBSFHR\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Black Fruit Basket - Stylish Metal Wire Fruit Bowl for Kitchens - Decorative Fruit ...\", \"asin\": \"B0C4YY25LX\", \"price\": \"$27.99\", \"quantity\": \"\"},\n {\"title\": \"Concrete Fruit Bowl - Large Decorative Pedestal Bowl for Kitchen Counter & Entryway...\", \"asin\": \"B0DFQHBPGH\", \"price\": \"$38.99\", \"quantity\": \"\"},\n {\"title\": \"Granite Inspired Matte White Fruit Bowl | Wide, Shallow Textured Pedestal Bowl | 11...\", \"asin\": \"B0DNN6QTKC\", \"price\": \"$47.99\", \"quantity\": \"\"},\n {\"title\": \"CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black\", \"asin\": \"B08CV7G68L\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"Fruit Bowl Black Fruit Bowl Stand for Kitchen Counter Wire Fruit Basket Modern Coun...\", \"asin\": \"B097GXXTCG\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"WENSHUO Three-Legs Ceramic Fruit Bowl for Kitchen Counter, Decorative Bowl for Table D\\u00e9cor, 10-inch Oval Large Bowls for Breads (Matte Cr\\u00e8me)\", \"asin\": \"B0B74Y2SPH\", \"price\": \"$39.84\", \"quantity\": \"\"},\n {\"title\": \"CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black\", \"asin\": \"B08CV7G68L\", \"price\": \"$16.99\", \"quantity\": \"\"},\n {\"title\": \"VHC Brands Ribbed White Wooden Fruit Bowl 5.5x12x12, Kitchen Decor, Decorative Wooden Pedestal Bowl, Perfect Centerpiece for Table, Island, or Counter\", \"asin\": \"B0D9MWMMJ4\", \"price\": \"$27.49\", \"quantity\": \"\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter - 10\\\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl\", \"asin\": \"B0CXXBSFHR\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"2 Tier Fruit Basket for Kitchen with 2 Banana Hangers, Detachable Metal Fruit Bowl ...\", \"asin\": \"B0DBQKKMHM\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter - 12\\\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl\", \"asin\": \"B0CCN8C396\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"VHC Brands Ribbed Black Wooden Fruit Bowl 5.5x12x12, Kitchen Decor, Decorative Wooden Pedestal Bowl, Perfect Centerpiece for Table, Island, or Counter\", \"asin\": \"B0D9MV544B\", \"price\": \"$29.39\", \"quantity\": \"\"},\n {\"title\": \"Creative Co-Op Stoneware Bowl w Reactive Glaze, White\", \"asin\": \"B09B4KP49X\", \"price\": \"$18.49\", \"quantity\": \"\"},\n {\"title\": \"10.4 Inch Fruit Bowl Fruit Basket Kitchen Storage Baskets Removable Decorative Pede...\", \"asin\": \"B0DLBBDLXR\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"Large Decorative Bowl - Fruit Bowl for Kitchen Counter - Modern Decorative Bowl for...\", \"asin\": \"B0DFH36TRH\", \"price\": \"$37.99\", \"quantity\": \"\"},\n {\"title\": \"Concrete Fruit Bowl - Large Decorative Pedestal Bowl for Kitchen Counter & Entryway...\", \"asin\": \"B0DFQHBPGH\", \"price\": \"$38.99\", \"quantity\": \"\"},\n {\"title\": \"Granite Inspired Matte White Fruit Bowl | Wide, Shallow Textured Pedestal Bowl | 11...\", \"asin\": \"B0DNN6QTKC\", \"price\": \"$47.99\", \"quantity\": \"\"},\n {\"title\": \"Handmade Decorative Glass Salad Bowl with Crackle Finish & Acacia Wood Base, 9 Inch...\", \"asin\": \"B0DQ9GK1XK\", \"price\": \"$21.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"onefitow\\u00a0Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White\", \"asin\": \"B097DNWR91\", \"price\": \"$19.88\"},\n {\"title\": \"onefitow\\u00a0Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece Counter or Dining Room Tables (green)\", \"asin\": \"B097DLG4PN\", \"price\": \"$19.98\"},\n {\"title\": \"CLAYNIX\\u00a0Bamboo Fruit Bowl, Decorative Bowl For Kitchen Counter, Large Serving Bowl, Or Fruit Basket For Kitchen (White)\", \"asin\": \"B0C6PSXB41\", \"price\": \"$23.99\"},\n {\"title\": \"Magclay\\u00a0Ceramic Fruit Bowl, 8.6\\\" Fruit Basket for Kitchen Counter, Decorative Pedestal Bowl for Table Decor, Round Fruit Holder, White\", \"asin\": \"B0C281RH2M\", \"price\": \"$26.99\"},\n {\"title\": \"Opeikla\\u00a0Ceramic Fruit Bowl for Home Kitchen Decor, 10\\\" Large Fruit Basket,Decorative Fruit Storage for Table Countertop, Fruit and Vegetable Holder\", \"asin\": \"B0D6WJNFPN\", \"price\": \"$26.99\"},\n {\"title\": \"Awarmbe\\u00a010.4 Inch Fruit Bowl, Fruit Bowl For Kitchen Counter, Pedestal Fruit Bowl For Table Countertop, Fruit Bowls For Home, White\", \"asin\": \"B09HF41KYS\", \"price\": \"$24.99\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T04:36:08.951Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. 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3 Pack, 11.8\\\" x 5.9\\\" Rectangular Wooden Serving Platter, Wood Boards for Food, Mini Cheese Board for Vegetable, Charcuterie, Appetizer, Decor (Set 3)\", \"asin\": \"B0CT92TV7F\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"Luxurious White Textured Ceramic Bowl and Greenery Set,12.5x10.5 Inch Pedestal Decorative Bowl, with 6 Green Succulent Moss Balls, Counter Top, Farmhouse Table Centerpiece, Living Room, Kitchen Decor\", \"asin\": \"B0CT4J6NL3\", \"price\": \"$149.99\", \"quantity\": \"\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer\", \"asin\": \"B08B3F97WX\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"60oz Salad Bowl Set,2 Pack Serving Bowls for Entertaining,8inch Large White Ceramic Bowl for Side Dishes,Soup, Pho, Cereal, Pasta, Fruit, Microwave and Dishwasher Safe\", \"asin\": \"B0D9PTJRXL\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"12\\\" Salad Bowl Set with 2 Wooden Hands - Large Acacia Wood Serving Bowl with Serving Utensils - Big Mixing Bowl for Fruits, Salad,Pasta for Kitchen Counter (12\\\" Diameter x 4.5\\\" Height)\", \"asin\": \"B0D95MZ1NT\", \"price\": \"$39.98\", \"quantity\": \"\"},\n {\"title\": \"MALACASA Serving Bowls, 114 OZ(10\\\") Extra Large Salad Bowls Set of 2, Porcelain White Serving Bowls for Salad, Soup, Pasta and Dinner, Large Ceramic Bowl Set for Entertaining, Series REGULAR\", \"asin\": \"B0C5LMMLYP\", \"price\": \"$39.89\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Miicol Ceramic Bowls with Lids Set of 4, Food Storage Containers 20 Oz, Porcelain Serving Bowls 5 Inch, Colorful Mixing Bowl, Kitchen Bowl for Meal Prep, Picnic, Lunch.\\\" Rated 4.6 out of 5 stars by 218 reviews. Eligible for Prime.\",\n \"asin\": \"B08R41LT8B\"\n},\n {\n \"title\": \"Go to detail page for \\\"Miicol Ceramic Appetizer Plates Set of 6, White Dessert Plates 8 Inch, Small Dinner Plates, Modern Round Salad Plates, Porcelain Serving Dishes for Snack, Bread, Fruit, Microwave & Dishwasher Safe.\\\" Rated 4.5 out of 5 stars by 376 reviews. Eligible for Prime.\",\n \"asin\": \"B077WRJSM2\"\n},\n {\n \"title\": \"Go to detail page for \\\"Miicol Prosecco Stopper, Rose Gold Initial Wine Stopper - Personalised Champagne Gift for Wine Lovers.\\\" Rated 4.8 out of 5 stars by 1069 reviews. Eligible for Prime.\",\n \"asin\": \"B08CCG5MPR\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Livabber Countertop Fruit Basket Bowl with Banana Hanger, Modern Standing Fruit Vegetable Bowl Storage, with Banana Tree Holder for Kitchen Dinning Table (Round Wood, Black)\", \"asin\": \"B0CJC1P7XH\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"LEXA 12\\\" Handmade Natural Bamboo Wooden Salad Bowl - 130 oz Lightweight Large Wooden Bowls for Food - Bamboo Wooden Fruit Bowl for Kitchen Counter, Wood Bowls for food - Wooden Serving Bowl for Snacks\", \"asin\": \"B0BBQH6JYC\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Short Curved-Edge Modern Creative Stylish Single Tier Dish,Metal Iron Wire Fruit Vegetables Bread Decorative Stand Serving Bowls Basket Holder (Gold, 11\\\" - 1PCS)\", \"asin\": \"B08DTTGH6F\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"ANTOPY 2 Tier Fruit Basket with 2 Banana Hangers, Countertop Fruit Vegetable Basket Bowl for Kitchen Counter Metal Wire Fruits Storage Stand Holder Organizer for Bread Snack Veggies Produce\", \"asin\": \"B09XK615VZ\", \"price\": \"$20.89\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Divided Serving Tray with Lid and Handle - Snackle Box Charcuterie Container for Portable Snack Platters - Clear Organizer for Candy, Fruits, Nuts, Snacks - Perfect for Party, Entertaining\", \"asin\": \"B0CKMHSRJC\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n {\"title\": \"Auledio Iron 2-Tier Countertop Fruit Vegetables Basket Bowl Storage With Banana Hanger, Black, 64 ounces\", \"asin\": \"B08NJKQHLN\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"DMAR Wire Fruit Basket Gold Fruit Bowl for Kitchen Counter Wave Fruit Basket Serving Bowl Wire Fruit Dish for Fruits and Veggies\", \"asin\": \"B08CKQQPV8\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White\", \"asin\": \"B097DNWR91\", \"price\": \"$19.88\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"TOSSOW Glass Salad Bowl Irregular Shape Serving Bowls, 25 oz Pyrex Mixing Bowls for Kitchen Prep, Fruit, Snack, Dessert, and Candy Dishes or Nut Bowls(Grey)\", \"asin\": \"B097DMYMJM\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"RICCLE Fruit Basket For Kitchen Counter - Fruit Basket With Banana Hanger - Double Layer Metal Wire Fruit Bowl For Kitchen Countertop - Fruit Holder For Produce, Vegetables, Kitchen\", \"asin\": \"B09FRXV1MD\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"OwnMy Metal Fruit Bowl Basket Creative Table Centerpiece Fruit Stand Decorative Countertop Fruit Holder for Kitchen Counter, Iron Large Fruit Plate Round Storage Tray for Bread Snacks Candy (Golden)\", \"asin\": \"B08LY6G6P4\", \"price\": \"$25.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"2-Tier Fruit Basket Stand \\u2013 Stylish Fruit Holder for Kitchen Countertop, Large Fruit and Vegetable Storage Organizer, Two Tier Fruit Basket for Kitchen\", \"asin\": \"B0DDLHV83X\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"HOSY 2 Tier Steel Basket, Standing Storage Rack Ideas for Fruits, Vegetables, Bread, etc. (14-inch)\", \"asin\": \"B0DSJQ9GZ5\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"TOSY Magnet Pyramid Stone - 1 Cube Transforms into 1 Billion Shapes, Easter Basket Stuffers Essentials for Kids/Teens, 243 Rare Earth Magnets, Holographic Design, Puzzle/STEAM Toy\", \"asin\": \"B0DMSVXBDV\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"TOSY Flying Disc - 16 Million Colors RGB or 36 LEDs, Extremely Bright, Smart Modes, Easter Basket Stuffers Essentials for Teens/Kids/Adults/Men/Boys/Girls, Auto Light Up, Rechargeable, 175g\", \"asin\": \"B0B1YLQD9C\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"2 Tier Ceramic Fruit Bowl With Bamboo Wood Stand for Kitchen Counter,Porcelain Fruit Basket for Vegetable Storage,Snack Dessert Cake Tray Plate Rack for Party Wedding - White\", \"asin\": \"B09TWQSCLG\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Fruit bowl for kitchen counter - 3-tier ceramic bowl with metal stand, tiered fruit basket for fruit and vegetable storage, snacks, nuts, cakes, desserts + (smoke gray)\", \"asin\": \"B0DJVY87J9\", \"price\": \"$19.80\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 3 left in stock - order soon.\"},\n {\"title\": \"Fruit Bowl with Banana Hanger - Fruit Basket for Kitchen Counter with Holder - Black Chrome\", \"asin\": \"B09GY8KJ6Q\", \"price\": \"$22.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Livabber Fruit Basket Bowl with Banana Hanger, Fruit Vegetable Storage Basket with Banana Tree Holder for Kitchen Counter, Detachable Organizer for Bread Snack Produce (Gold, 3-Tier Metal Base)\", \"asin\": \"B0CLNZC3VM\", \"price\": \"$38.99\", \"delivery\": \"FREE delivery Apr 25 - 29 for Prime members\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter - 10\\\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl\", \"asin\": \"B0CXXBSFHR\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"PATIKIL Wood Serving Tray 7 Inch, Square Decorative Platter for Home Decor Kitchen Table Candle Holder, Brown\", \"asin\": \"B0C3B4QMVB\", \"price\": \"$16.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 4 left in stock - order soon.\"},\n {\"title\": \"Small Wooden Platters Rectangle Long Charcuterie Boards Acacia Wood Serving Trays Home Decor Cheese Board Cake Appetizer Plates Kitchen Charcuterie Platter for Food Dish Rectangular Dessert Snack Tray\", \"asin\": \"B0C6T55PNX\", \"price\": \"$9.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"PATIKIL Wood Serving Tray 10x7 Inch Outer Base, Rectangular Decorative Platter for Home Decor Kitchen Table Candle Holder, Brown\", \"asin\": \"B0C3B92J1N\", \"price\": \"$15.39\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Classic Style Curved-Edge Modern Creative Stylish Single Tier Dish,Metal Iron Wire Fruit Vegetables Bread Decorative Stand Serving Bowls Basket Holder (Dish) (Gold)\", \"asin\": \"B0CC93RKWP\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 10 left in stock (more on the way).\"},\n {\"title\": \"The Fine Living Co. Wooden Fruit Bowl, Large Serving Platter for Dessert, Round Shaped Serving Bowl for Cake, Snacks, Acacia Wood Bowls for Centrepiece, Wedding, Natural, 12\\\"x2\\\"\", \"asin\": \"B0C5MLWL7R\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black\", \"asin\": \"B08CV7G68L\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"MALACASA 48 Oz Pasta Bowls Set of 4, 9 Inch Salad Bowls, White Ceramic Serving Bowls for Kitchen, Microwave & Dishwasher Safe, Series LUNA, White\", \"asin\": \"B0DCJV2HZC\", \"price\": \"$25.96\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer\", \"asin\": \"B08B3F97WX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"UPPER Ottoman Tray 17x13 Inches Acacia Wood Serving Tray with Handles, Decorative Serving Tray with Handles, Wooden Serving Tray for Ottoman, Coffee Table Tray, Breakfast Tray Anti-Skid Pads Included\", \"asin\": \"B0DLSJ78TR\", \"price\": \"$37.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Metal Wire Fruit Basket, Black Fruit Bowl for Kitchen Counter, Fruit Holder Stand Storage Baskets for Countertop, Home Decor, Table Centerpieces, Vegetable Bowls for Fruits, Veggies, Snacks (Black)\", \"asin\": \"B08HC5MVJ1\", \"price\": \"$14.87\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members\"},\n {\"title\": \"KOLWOVEN Solid Acacia Wood Serving Tray - 3 Pack, 11.8\\\" x 5.9\\\" Rectangular Wooden Serving Platter, Wood Boards for Food, Mini Cheese Board for Vegetable, Charcuterie, Appetizer, Decor (Set 3)\", \"asin\": \"B0CT92TV7F\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 7 left in stock - order soon.\"},\n {\"title\": \"Gomakren 3 Tier Serving Stand with Porcelain Serving Platter Tray - Collapsible Gold Stand with 3 Piece Large14 Inch White Plates for Food Presentation Dessert Server Display and Entertaining\", \"asin\": \"B0BYVNCFJM\", \"price\": \"$36.99\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members\"},\n {\"title\": \"\\u6c34\\u679c\\u76d8\\uff0c \\u5ba2\\u5385\\uff0c \\u5bb6\\u5c45\\u5ba2\\u5385\\uff0c \\u5496\\u5561\\u684c\\uff0c \\u6c34\\u679c\\u76d8\\uff0c \\u5c0f\\u5403\\uff0c \\u6c34\\u6676\\u6c34\\u679c\\u7f50\\uff0c \\u7cd6\\u679c\\u76d8\", \"asin\": \"B0F26K5325\", \"price\": \"$10.15\", \"delivery\": \"FREE delivery May 1 - 16 Or fastest delivery Apr 18 - 22\"},\n {\"title\": \"PLASTICPRO 6 Sectional Round Plastic Serving Tray/Platters White & Silver Pack of 2\", \"asin\": \"B081D8XY7V\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Ceramic Bowls and with Lid Gold Basket Trays, 6 Removable Small Bowls Condiment Trays Nut Serving Set for Snacks, Fruits, Candy and Condiments - Great for Parties, Holiday Gifts, White\", \"asin\": \"B0BL799FVM\", \"price\": \"$33.89\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"60oz Salad Bowl Set,2 Pack Serving Bowls for Entertaining,8inch Large White Ceramic Bowl for Side Dishes,Soup, Pho, Cereal, Pasta, Fruit, Microwave and Dishwasher Safe\", \"asin\": \"B0D9PTJRXL\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"GNIEMCKIN Wooden Serving Platter, 8 x 8 Inch, Set of 5, Acacia Wood Tray, Perfect for Serving Charcuterie, Appetizers, Desserts, Dips, Sushi, Parties, Family Gatherings, Weddings, and Home Decor\", \"asin\": \"B0D4D7VWJ5\", \"price\": \"$36.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"OwnMy 3-Tier Fruit Basket Stand Decorative Iron Fruit Bowl, Metal Wire Fruit Holder Storage Trays Table Countertop Holder for Vegetables Bread Snack, Modern Fruit Bowls for Kitchen Home Use (Gold)\", \"asin\": \"B08YNQDT5W\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 18 - 21 for Prime members\"},\n {\"title\": \"Divided Serving Tray with Lid and Handle Fruit Containers for Fridge Snack Box Container Divided Storage Box for Platters for Serving Food Outdoor Party Snack Cracker and Spice Organizer\", \"asin\": \"B0DGGDCJ6V\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"LEXA 12\\\" Handmade White Bamboo Wooden Fruit Bowl for Kitchen Counter - 130Oz Lightweight Large Bamboo Wooden Bowls for Food, Wooden Salad Bowl, Wood Bowls for food - Wooden Serving Bowl for Snacks\", \"asin\": \"B0BBQL4LNC\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Apr 19 - 22 for Prime members\"},\n {\"title\": \"LE TAUCI Pasta Bowls 32 oz, Salad Bowls Set for Serving Soup, Pasta, Noodle, Dinner, Large Kitchen Bowl Plates, Microwave Safe - 7.8 Inch, Set of 4, White\", \"asin\": \"B08F4GHM23\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"2 Tier Fruit Basket for Kitchen- Bamboo Fruit and Vegetable Storage Bowl Stand for Kitchen Countertop, Produce Basket Fruit Holder for Potato, Onion, Bread, Snack Storage\", \"asin\": \"B0B6ZV5VV5\", \"price\": \"$35.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Ceramic Fruit Bowl, 10 Inch White Fruit Bowl For Kitchen Counter,White Pedestal Bowl for Decor,Decorative Fruit Bowl for Kitchen & Home Decor (Ceramic White)\", \"asin\": \"B0CFY36QTL\", \"price\": \"$31.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Chip and Dip Serving Set, 13.5\\\" Serving Platters and Trays, Appetizer Serving Tray, Divided Serving Tray, Party Serving Relish Trays and Platters, Lazy Susan Taco Bar, Lazy Susan Serving Platter\", \"asin\": \"B0CPD1MZ87\", \"price\": \"$52.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"DOWAN 360\\u00b0 Rotatable Serving Tray and Platters, 12 Inch Divided Serving Bowls for Party, Kitchen Decor, Removable Serving Dishes for Chips and Dip, Fruit, Veggies, Candy and Snacks, 7 Pieces, White\", \"asin\": \"B099RHFZDV\", \"price\": \"$37.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"3 Pack Divided Serving Tray, 13 Inch Unbreakable Chip and Dip Platter, Melamine Appetizer Serving Plate, 5 Sectional Party Snack Relish Tray for Serving Food, Nuts, Candy, Dried Fruit, Veggies\", \"asin\": \"B0C4SSVQSD\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer\", \"asin\": \"B08B3F97WX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Colorful Woven Glass Fruit Bowls Set of 2 (2 colors). Decoration Old Fashioned Glass Plates. 10 inch Large Bowl Hand Painted Multicolor Salad Bowls. Suitable for Dessert, Candy, Snack & More.\", \"asin\": \"B0D2L5RHLS\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members Only 6 left in stock - order soon.\"},\n {\"title\": \"Folkulture Wooden Fruit Bowl for Kitchen Counter | 12\\\" Large Premium Banana Fruit Basket for Kitchen | Black Wood Bowl with Holder, Pedestal for Table Decor, Centerpiece for Dining Table\", \"asin\": \"B09TFGMVR8\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Divided Serving Tray with Lid and Handle, Rotating Snackle Boxes Container Spinner, Portable Snack Tray Organizer with Cutlery, 6 Compartment Veggie Fruit Charcuterie Platter for Travel Party Picnic\", \"asin\": \"B0DB82XCD1\", \"price\": \"$18.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 18 left in stock - order soon.\"},\n {\"title\": \"Fruit Basket, 2 Tier Bamboo Fruit Basket for Kitchen, 11\\\" Tall Fruit Stand Storage Holder, Heavy Duty/Large Capacity for Vegetables, Fruit, and Snack, 15 mm Thickness (Self-assembly)\", \"asin\": \"B09YJ7TSYM\", \"price\": \"$28.98\", \"delivery\": \"FREE delivery Apr 30 - May 14 for Prime members\"},\n {\"title\": \"Modern Farmhouse 2 Tier Fruit Basket for Kitchen Counter, Vintage Wire and Wooden Base Fruit Bowl / Stand for Kitchen countertop Decor - Double Tree Fruit & Vegetables Basket\", \"asin\": \"B0BLFMGBCK\", \"price\": \"$42.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Fruit Basket for Kitchen Counter 2 Pack, Fruit Plate Decorative Bowls with Draining Holes, Fruit and Vegetable Holders for Countertops, Home Decor Serving Dish Table Centerpiece Decoration\", \"asin\": \"B0B1B2BVSK\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery May 2 - 12 Or fastest delivery Apr 15 - 16 Only 9 left in stock - order soon.\"},\n {\"title\": \"Metal Wire Fruit Basket, Black Fruit Bowl for Kitchen Counter, Fruit Holder Stand Storage Baskets for Countertop, Home Decor, Table Centerpieces, Vegetable Bowls for Fruits, Veggies, Snacks (Black)\", \"asin\": \"B08HC5MVJ1\", \"price\": \"$14.87\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter - 3 Tier Ceramic Serving Bowls with Metal Stand, Tiered Fruit Basket for Fruit Vegetable Storage, Snack, Nuts, Cake, Dessert, Small & Cute (Gold-Rimmed)\", \"asin\": \"B0D2573S3Z\", \"price\": \"$46.99\", \"delivery\": \"FREE delivery Apr 21 - 25 for Prime members\"},\n {\"title\": \"Ceramic Fruit Bowl or Decorative Pedestal Bowl for Table D\\u00e9cor, 10\\\" Fruit Basket for Kitchen Counter or Home Decor, Fruit & Vegetable Holder, Large Ceramic Fruit Bowl for Home Decorative Centerpiece\", \"asin\": \"B0CPSBC2CT\", \"price\": \"$35.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"mwellewm 10 Pcs Round Plastic Appetizer Tray with Lid Divided Serving Tray, Disposable Food Storage Containers, Kids Snack, Fruit Platter Vegetable Trays for Party and Buffet\", \"asin\": \"B09TT7F77N\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Mascot Desktop Decoration Buddhist Utensils Religious Pray Sacrificial Supplies \\u9676\\u74f7\\u4f9b\\u76d8 \\u4f9b\\u4f5b\\u679c\\u76d8\\u4f5b\\u524d\\u6c34\\u679c\\u76d8 \\u5bb6\\u7528\\u4e0a\\u9999\\u83b2\\u82b1\\u9ad8\\u811a\\u8d21\\u76d8\\u4f9b\\u54c1\\u4f5b\\u5177\\u7528\\u54c1 1Pcs(\\u62db\\u8d22\\u6b3e6\\u5bf8\\u3010\\u9ec4\\u8272\\u3011)\", \"asin\": \"B0C9LPVDCF\", \"price\": \"$49.42\", \"delivery\": \"$4.99 delivery May 5 - 14\"},\n {\"title\": \"Decor Metal Fruit Bowl, Modern Kitchen Fruit Basket, Large Round Kitchen Basket, for Fruit, Vegetable, Bread, Candy and Nut - Gold\", \"asin\": \"B099NQK8W7\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Thcbme 2024\\u9ad8\\u7aef\\u65f6\\u5c1a\\u6c34\\u679c\\u76d8\\u5927\\u53f7\\u6c34\\u6676\\u73bb\\u7483\\u76d8\\u5bb6\\u7528\\u5ba2\\u5385\\u8336\\u51e0\\u6c99\\u62c9\\u76d8\\u5b50\\u8f7b\\u5962/Plates and Bowls Set, Safety for Microwave & Dishwasher,/30.5CM\\u95ea\\u70c1\\u534a\\u900f\\u660e\\u73bb\\u7483\\u515c\", \"asin\": \"B0DMJZXB5H\", \"price\": \"$149.09\", \"delivery\": \"FREE delivery Apr 30 - May 12\"},\n {\"title\": \"\\u61d2\\u4eba\\u55d1\\u74dc\\u5b50\\u795e\\u5668\\u5403\\u74dc\\u5b50\\u5ba2\\u5385\\u5e8a\\u4e0a\\u6c34\\u679c\\u76d8\\u5bb6\\u7528\\u7cd6\\u679c\\u521b\\u610f\\u96f6\\u98df\\u5e72\\u679c\\u76d8 Household Cleaning\\uff0cKitchen Storage Essentials\", \"asin\": \"B0DZ12VCK8\", \"price\": \"$34.92\", \"delivery\": \"FREE delivery May 7 - 16\"},\n {\"title\": \"MYOSOTIS Foldable Fruit Basket Gift Bamboo Fruit and Veggie Basket,Fruit Bowl Holder Dried Fruit Basket For Christmas decorations Holiday Party Mom Gifts (Apple)\", \"asin\": \"B07SKP4NWM\", \"price\": \"$20.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Thcbme \\u73bb\\u7483\\u679c\\u76d8\\u9ad8\\u8db3\\u76d8\\u5b50\\u6258\\u76d8\\u6446\\u76d8\\u5bb6\\u7528\\u8f7b\\u5962\\u9152\\u5e97\\u70b9\\u5fc3\\u7cd6\\u679c\\u76d8\\u7cd5\\u70b9\\u76d8/Home Buffet Porcelain Chip Plates/Dinnerware Plates, Bowls,/\\u9ad8\\u8db3\\u7ad6\\u6761\\u7eb9\\u73bb\\u7483\\u679c\\u76d8\", \"asin\": \"B0DMLCXS93\", \"price\": \"$63.69\", \"delivery\": \"FREE delivery Apr 30 - May 12\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T05:06:10.554Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-14T05:06:10.554Z
|
click
|
nav_bar
|
rule
|
2025-04-14T05:06:10.554Z
|
train
| 91 |
2025-04-14T05:06:10.554Z
|
click
|
nav_bar
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"}
{"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"}
{"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"}
{"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"}
{"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"}
{"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"}
{"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"}
<|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": "\u679c\u76d8"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.61", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.99", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"promotion_items": [
{"title": "PATIKIL Wood Serving Tray 10x7 Inch Outer Base, Rectangular Decorative Platter for Home Decor Kitchen Table Candle Holder, Brown", "asin": "B0C3B92J1N", "price": "$15.39", "quantity": ""},
{"title": "Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White", "asin": "B097DNWR91", "price": "$19.88", "quantity": ""},
{"title": "FUNSUEI 11.8 x 5.1 Inches Set of 6 Wooden Serving Platters, Acacia Wooden Serving Trays with Grooved Design, Rectangular Wood Platters for Fruit, Cookie, Bread, Vegetable, Salad", "asin": "B08ZYPW2BH", "price": "$37.99", "quantity": ""},
{"title": "60oz Salad Bowl Set,2 Pack Serving Bowls for Entertaining,8inch Large White Ceramic Bowl for Side Dishes,Soup, Pho, Cereal, Pasta, Fruit, Microwave and Dishwasher Safe", "asin": "B0D9PTJRXL", "price": "$18.99", "quantity": ""},
{"title": "KOLWOVEN Solid Acacia Wood Serving Tray - 3 Pack, 11.8\" x 5.9\" Rectangular Wooden Serving Platter, Wood Boards for Food, Mini Cheese Board for Vegetable, Charcuterie, Appetizer, Decor (Set 3)", "asin": "B0CT92TV7F", "price": "$26.99", "quantity": ""},
{"title": "Luxurious White Textured Ceramic Bowl and Greenery Set,12.5x10.5 Inch Pedestal Decorative Bowl, with 6 Green Succulent Moss Balls, Counter Top, Farmhouse Table Centerpiece, Living Room, Kitchen Decor", "asin": "B0CT4J6NL3", "price": "$149.99", "quantity": ""},
{"title": "Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer", "asin": "B08B3F97WX", "price": "$24.99", "quantity": ""},
{"title": "60oz Salad Bowl Set,2 Pack Serving Bowls for Entertaining,8inch Large White Ceramic Bowl for Side Dishes,Soup, Pho, Cereal, Pasta, Fruit, Microwave and Dishwasher Safe", "asin": "B0D9PTJRXL", "price": "$18.99", "quantity": ""},
{"title": "12\" Salad Bowl Set with 2 Wooden Hands - Large Acacia Wood Serving Bowl with Serving Utensils - Big Mixing Bowl for Fruits, Salad,Pasta for Kitchen Counter (12\" Diameter x 4.5\" Height)", "asin": "B0D95MZ1NT", "price": "$39.98", "quantity": ""},
{"title": "MALACASA Serving Bowls, 114 OZ(10\") Extra Large Salad Bowls Set of 2, Porcelain White Serving Bowls for Salad, Soup, Pasta and Dinner, Large Ceramic Bowl Set for Entertaining, Series REGULAR", "asin": "B0C5LMMLYP", "price": "$39.89", "quantity": ""}
],
"ads": [
{
"title": "Go to detail page for \"Miicol Ceramic Bowls with Lids Set of 4, Food Storage Containers 20 Oz, Porcelain Serving Bowls 5 Inch, Colorful Mixing Bowl, Kitchen Bowl for Meal Prep, Picnic, Lunch.\" Rated 4.6 out of 5 stars by 218 reviews. Eligible for Prime.",
"asin": "B08R41LT8B"
},
{
"title": "Go to detail page for \"Miicol Ceramic Appetizer Plates Set of 6, White Dessert Plates 8 Inch, Small Dinner Plates, Modern Round Salad Plates, Porcelain Serving Dishes for Snack, Bread, Fruit, Microwave & Dishwasher Safe.\" Rated 4.5 out of 5 stars by 376 reviews. Eligible for Prime.",
"asin": "B077WRJSM2"
},
{
"title": "Go to detail page for \"Miicol Prosecco Stopper, Rose Gold Initial Wine Stopper - Personalised Champagne Gift for Wine Lovers.\" Rated 4.8 out of 5 stars by 1069 reviews. Eligible for Prime.",
"asin": "B08CCG5MPR"
}
],
"search_results": [
{"title": "Livabber Countertop Fruit Basket Bowl with Banana Hanger, Modern Standing Fruit Vegetable Bowl Storage, with Banana Tree Holder for Kitchen Dinning Table (Round Wood, Black)", "asin": "B0CJC1P7XH", "price": "$22.99", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "LEXA 12\" Handmade Natural Bamboo Wooden Salad Bowl - 130 oz Lightweight Large Wooden Bowls for Food - Bamboo Wooden Fruit Bowl for Kitchen Counter, Wood Bowls for food - Wooden Serving Bowl for Snacks", "asin": "B0BBQH6JYC", "price": "$23.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Short Curved-Edge Modern Creative Stylish Single Tier Dish,Metal Iron Wire Fruit Vegetables Bread Decorative Stand Serving Bowls Basket Holder (Gold, 11\" - 1PCS)", "asin": "B08DTTGH6F", "price": "$14.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "ANTOPY 2 Tier Fruit Basket with 2 Banana Hangers, Countertop Fruit Vegetable Basket Bowl for Kitchen Counter Metal Wire Fruits Storage Stand Holder Organizer for Bread Snack Veggies Produce", "asin": "B09XK615VZ", "price": "$20.89", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Divided Serving Tray with Lid and Handle - Snackle Box Charcuterie Container for Portable Snack Platters - Clear Organizer for Candy, Fruits, Nuts, Snacks - Perfect for Party, Entertaining", "asin": "B0CKMHSRJC", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"},
{"title": "Auledio Iron 2-Tier Countertop Fruit Vegetables Basket Bowl Storage With Banana Hanger, Black, 64 ounces", "asin": "B08NJKQHLN", "price": "$19.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "DMAR Wire Fruit Basket Gold Fruit Bowl for Kitchen Counter Wave Fruit Basket Serving Bowl Wire Fruit Dish for Fruits and Veggies", "asin": "B08CKQQPV8", "price": "$19.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White", "asin": "B097DNWR91", "price": "$19.88", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "TOSSOW Glass Salad Bowl Irregular Shape Serving Bowls, 25 oz Pyrex Mixing Bowls for Kitchen Prep, Fruit, Snack, Dessert, and Candy Dishes or Nut Bowls(Grey)", "asin": "B097DMYMJM", "price": "$14.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "RICCLE Fruit Basket For Kitchen Counter - Fruit Basket With Banana Hanger - Double Layer Metal Wire Fruit Bowl For Kitchen Countertop - Fruit Holder For Produce, Vegetables, Kitchen", "asin": "B09FRXV1MD", "price": "$19.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "OwnMy Metal Fruit Bowl Basket Creative Table Centerpiece Fruit Stand Decorative Countertop Fruit Holder for Kitchen Counter, Iron Large Fruit Plate Round Storage Tray for Bread Snacks Candy (Golden)", "asin": "B08LY6G6P4", "price": "$25.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "2-Tier Fruit Basket Stand \u2013 Stylish Fruit Holder for Kitchen Countertop, Large Fruit and Vegetable Storage Organizer, Two Tier Fruit Basket for Kitchen", "asin": "B0DDLHV83X", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "HOSY 2 Tier Steel Basket, Standing Storage Rack Ideas for Fruits, Vegetables, Bread, etc. (14-inch)", "asin": "B0DSJQ9GZ5", "price": "$22.99", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "TOSY Magnet Pyramid Stone - 1 Cube Transforms into 1 Billion Shapes, Easter Basket Stuffers Essentials for Kids/Teens, 243 Rare Earth Magnets, Holographic Design, Puzzle/STEAM Toy", "asin": "B0DMSVXBDV", "price": "$23.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "TOSY Flying Disc - 16 Million Colors RGB or 36 LEDs, Extremely Bright, Smart Modes, Easter Basket Stuffers Essentials for Teens/Kids/Adults/Men/Boys/Girls, Auto Light Up, Rechargeable, 175g", "asin": "B0B1YLQD9C", "price": "$28.49", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "2 Tier Ceramic Fruit Bowl With Bamboo Wood Stand for Kitchen Counter,Porcelain Fruit Basket for Vegetable Storage,Snack Dessert Cake Tray Plate Rack for Party Wedding - White", "asin": "B09TWQSCLG", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Fruit bowl for kitchen counter - 3-tier ceramic bowl with metal stand, tiered fruit basket for fruit and vegetable storage, snacks, nuts, cakes, desserts + (smoke gray)", "asin": "B0DJVY87J9", "price": "$19.80", "delivery": "FREE delivery Wed, Apr 16 Only 3 left in stock - order soon."},
{"title": "Fruit Bowl with Banana Hanger - Fruit Basket for Kitchen Counter with Holder - Black Chrome", "asin": "B09GY8KJ6Q", "price": "$22.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Livabber Fruit Basket Bowl with Banana Hanger, Fruit Vegetable Storage Basket with Banana Tree Holder for Kitchen Counter, Detachable Organizer for Bread Snack Produce (Gold, 3-Tier Metal Base)", "asin": "B0CLNZC3VM", "price": "$38.99", "delivery": "FREE delivery Apr 25 - 29 for Prime members"},
{"title": "Fruit Bowl for Kitchen Counter - 10\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl", "asin": "B0CXXBSFHR", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "PATIKIL Wood Serving Tray 7 Inch, Square Decorative Platter for Home Decor Kitchen Table Candle Holder, Brown", "asin": "B0C3B4QMVB", "price": "$16.49", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 4 left in stock - order soon."},
{"title": "Small Wooden Platters Rectangle Long Charcuterie Boards Acacia Wood Serving Trays Home Decor Cheese Board Cake Appetizer Plates Kitchen Charcuterie Platter for Food Dish Rectangular Dessert Snack Tray", "asin": "B0C6T55PNX", "price": "$9.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "PATIKIL Wood Serving Tray 10x7 Inch Outer Base, Rectangular Decorative Platter for Home Decor Kitchen Table Candle Holder, Brown", "asin": "B0C3B92J1N", "price": "$15.39", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "Classic Style Curved-Edge Modern Creative Stylish Single Tier Dish,Metal Iron Wire Fruit Vegetables Bread Decorative Stand Serving Bowls Basket Holder (Dish) (Gold)", "asin": "B0CC93RKWP", "price": "$16.99", "delivery": "FREE delivery Wed, Apr 16 Only 10 left in stock (more on the way)."},
{"title": "The Fine Living Co. Wooden Fruit Bowl, Large Serving Platter for Dessert, Round Shaped Serving Bowl for Cake, Snacks, Acacia Wood Bowls for Centrepiece, Wedding, Natural, 12\"x2\"", "asin": "B0C5MLWL7R", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black", "asin": "B08CV7G68L", "price": "$16.99", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "MALACASA 48 Oz Pasta Bowls Set of 4, 9 Inch Salad Bowls, White Ceramic Serving Bowls for Kitchen, Microwave & Dishwasher Safe, Series LUNA, White", "asin": "B0DCJV2HZC", "price": "$25.96", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer", "asin": "B08B3F97WX", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "UPPER Ottoman Tray 17x13 Inches Acacia Wood Serving Tray with Handles, Decorative Serving Tray with Handles, Wooden Serving Tray for Ottoman, Coffee Table Tray, Breakfast Tray Anti-Skid Pads Included", "asin": "B0DLSJ78TR", "price": "$37.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Metal Wire Fruit Basket, Black Fruit Bowl for Kitchen Counter, Fruit Holder Stand Storage Baskets for Countertop, Home Decor, Table Centerpieces, Vegetable Bowls for Fruits, Veggies, Snacks (Black)", "asin": "B08HC5MVJ1", "price": "$14.87", "delivery": "FREE delivery Sat, Apr 19 for Prime members"},
{"title": "KOLWOVEN Solid Acacia Wood Serving Tray - 3 Pack, 11.8\" x 5.9\" Rectangular Wooden Serving Platter, Wood Boards for Food, Mini Cheese Board for Vegetable, Charcuterie, Appetizer, Decor (Set 3)", "asin": "B0CT92TV7F", "price": "$26.99", "delivery": "FREE delivery Wed, Apr 16 Only 7 left in stock - order soon."},
{"title": "Gomakren 3 Tier Serving Stand with Porcelain Serving Platter Tray - Collapsible Gold Stand with 3 Piece Large14 Inch White Plates for Food Presentation Dessert Server Display and Entertaining", "asin": "B0BYVNCFJM", "price": "$36.99", "delivery": "FREE delivery Sat, Apr 19 for Prime members"},
{"title": "\u6c34\u679c\u76d8\uff0c \u5ba2\u5385\uff0c \u5bb6\u5c45\u5ba2\u5385\uff0c \u5496\u5561\u684c\uff0c \u6c34\u679c\u76d8\uff0c \u5c0f\u5403\uff0c \u6c34\u6676\u6c34\u679c\u7f50\uff0c \u7cd6\u679c\u76d8", "asin": "B0F26K5325", "price": "$10.15", "delivery": "FREE delivery May 1 - 16 Or fastest delivery Apr 18 - 22"},
{"title": "PLASTICPRO 6 Sectional Round Plastic Serving Tray/Platters White & Silver Pack of 2", "asin": "B081D8XY7V", "price": "$12.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Ceramic Bowls and with Lid Gold Basket Trays, 6 Removable Small Bowls Condiment Trays Nut Serving Set for Snacks, Fruits, Candy and Condiments - Great for Parties, Holiday Gifts, White", "asin": "B0BL799FVM", "price": "$33.89", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "60oz Salad Bowl Set,2 Pack Serving Bowls for Entertaining,8inch Large White Ceramic Bowl for Side Dishes,Soup, Pho, Cereal, Pasta, Fruit, Microwave and Dishwasher Safe", "asin": "B0D9PTJRXL", "price": "$18.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "GNIEMCKIN Wooden Serving Platter, 8 x 8 Inch, Set of 5, Acacia Wood Tray, Perfect for Serving Charcuterie, Appetizers, Desserts, Dips, Sushi, Parties, Family Gatherings, Weddings, and Home Decor", "asin": "B0D4D7VWJ5", "price": "$36.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "OwnMy 3-Tier Fruit Basket Stand Decorative Iron Fruit Bowl, Metal Wire Fruit Holder Storage Trays Table Countertop Holder for Vegetables Bread Snack, Modern Fruit Bowls for Kitchen Home Use (Gold)", "asin": "B08YNQDT5W", "price": "$29.99", "delivery": "FREE delivery Apr 18 - 21 for Prime members"},
{"title": "Divided Serving Tray with Lid and Handle Fruit Containers for Fridge Snack Box Container Divided Storage Box for Platters for Serving Food Outdoor Party Snack Cracker and Spice Organizer", "asin": "B0DGGDCJ6V", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "LEXA 12\" Handmade White Bamboo Wooden Fruit Bowl for Kitchen Counter - 130Oz Lightweight Large Bamboo Wooden Bowls for Food, Wooden Salad Bowl, Wood Bowls for food - Wooden Serving Bowl for Snacks", "asin": "B0BBQL4LNC", "price": "$28.99", "delivery": "FREE delivery Apr 19 - 22 for Prime members"},
{"title": "LE TAUCI Pasta Bowls 32 oz, Salad Bowls Set for Serving Soup, Pasta, Noodle, Dinner, Large Kitchen Bowl Plates, Microwave Safe - 7.8 Inch, Set of 4, White", "asin": "B08F4GHM23", "price": "$28.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "2 Tier Fruit Basket for Kitchen- Bamboo Fruit and Vegetable Storage Bowl Stand for Kitchen Countertop, Produce Basket Fruit Holder for Potato, Onion, Bread, Snack Storage", "asin": "B0B6ZV5VV5", "price": "$35.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Ceramic Fruit Bowl, 10 Inch White Fruit Bowl For Kitchen Counter,White Pedestal Bowl for Decor,Decorative Fruit Bowl for Kitchen & Home Decor (Ceramic White)", "asin": "B0CFY36QTL", "price": "$31.97", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Chip and Dip Serving Set, 13.5\" Serving Platters and Trays, Appetizer Serving Tray, Divided Serving Tray, Party Serving Relish Trays and Platters, Lazy Susan Taco Bar, Lazy Susan Serving Platter", "asin": "B0CPD1MZ87", "price": "$52.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "DOWAN 360\u00b0 Rotatable Serving Tray and Platters, 12 Inch Divided Serving Bowls for Party, Kitchen Decor, Removable Serving Dishes for Chips and Dip, Fruit, Veggies, Candy and Snacks, 7 Pieces, White", "asin": "B099RHFZDV", "price": "$37.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "3 Pack Divided Serving Tray, 13 Inch Unbreakable Chip and Dip Platter, Melamine Appetizer Serving Plate, 5 Sectional Party Snack Relish Tray for Serving Food, Nuts, Candy, Dried Fruit, Veggies", "asin": "B0C4SSVQSD", "price": "$23.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer", "asin": "B08B3F97WX", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Colorful Woven Glass Fruit Bowls Set of 2 (2 colors). Decoration Old Fashioned Glass Plates. 10 inch Large Bowl Hand Painted Multicolor Salad Bowls. Suitable for Dessert, Candy, Snack & More.", "asin": "B0D2L5RHLS", "price": "$28.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 6 left in stock - order soon."},
{"title": "Folkulture Wooden Fruit Bowl for Kitchen Counter | 12\" Large Premium Banana Fruit Basket for Kitchen | Black Wood Bowl with Holder, Pedestal for Table Decor, Centerpiece for Dining Table", "asin": "B09TFGMVR8", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Divided Serving Tray with Lid and Handle, Rotating Snackle Boxes Container Spinner, Portable Snack Tray Organizer with Cutlery, 6 Compartment Veggie Fruit Charcuterie Platter for Travel Party Picnic", "asin": "B0DB82XCD1", "price": "$18.74", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 18 left in stock - order soon."},
{"title": "Fruit Basket, 2 Tier Bamboo Fruit Basket for Kitchen, 11\" Tall Fruit Stand Storage Holder, Heavy Duty/Large Capacity for Vegetables, Fruit, and Snack, 15 mm Thickness (Self-assembly)", "asin": "B09YJ7TSYM", "price": "$28.98", "delivery": "FREE delivery Apr 30 - May 14 for Prime members"},
{"title": "Modern Farmhouse 2 Tier Fruit Basket for Kitchen Counter, Vintage Wire and Wooden Base Fruit Bowl / Stand for Kitchen countertop Decor - Double Tree Fruit & Vegetables Basket", "asin": "B0BLFMGBCK", "price": "$42.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Fruit Basket for Kitchen Counter 2 Pack, Fruit Plate Decorative Bowls with Draining Holes, Fruit and Vegetable Holders for Countertops, Home Decor Serving Dish Table Centerpiece Decoration", "asin": "B0B1B2BVSK", "price": "$22.99", "delivery": "FREE delivery May 2 - 12 Or fastest delivery Apr 15 - 16 Only 9 left in stock - order soon."},
{"title": "Metal Wire Fruit Basket, Black Fruit Bowl for Kitchen Counter, Fruit Holder Stand Storage Baskets for Countertop, Home Decor, Table Centerpieces, Vegetable Bowls for Fruits, Veggies, Snacks (Black)", "asin": "B08HC5MVJ1", "price": "$14.87", "delivery": "FREE delivery Sat, Apr 19 for Prime members"},
{"title": "Fruit Bowl for Kitchen Counter - 3 Tier Ceramic Serving Bowls with Metal Stand, Tiered Fruit Basket for Fruit Vegetable Storage, Snack, Nuts, Cake, Dessert, Small & Cute (Gold-Rimmed)", "asin": "B0D2573S3Z", "price": "$46.99", "delivery": "FREE delivery Apr 21 - 25 for Prime members"},
{"title": "Ceramic Fruit Bowl or Decorative Pedestal Bowl for Table D\u00e9cor, 10\" Fruit Basket for Kitchen Counter or Home Decor, Fruit & Vegetable Holder, Large Ceramic Fruit Bowl for Home Decorative Centerpiece", "asin": "B0CPSBC2CT", "price": "$35.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "mwellewm 10 Pcs Round Plastic Appetizer Tray with Lid Divided Serving Tray, Disposable Food Storage Containers, Kids Snack, Fruit Platter Vegetable Trays for Party and Buffet", "asin": "B09TT7F77N", "price": "$19.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Mascot Desktop Decoration Buddhist Utensils Religious Pray Sacrificial Supplies \u9676\u74f7\u4f9b\u76d8 \u4f9b\u4f5b\u679c\u76d8\u4f5b\u524d\u6c34\u679c\u76d8 \u5bb6\u7528\u4e0a\u9999\u83b2\u82b1\u9ad8\u811a\u8d21\u76d8\u4f9b\u54c1\u4f5b\u5177\u7528\u54c1 1Pcs(\u62db\u8d22\u6b3e6\u5bf8\u3010\u9ec4\u8272\u3011)", "asin": "B0C9LPVDCF", "price": "$49.42", "delivery": "$4.99 delivery May 5 - 14"},
{"title": "Decor Metal Fruit Bowl, Modern Kitchen Fruit Basket, Large Round Kitchen Basket, for Fruit, Vegetable, Bread, Candy and Nut - Gold", "asin": "B099NQK8W7", "price": "$25.99", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "Thcbme 2024\u9ad8\u7aef\u65f6\u5c1a\u6c34\u679c\u76d8\u5927\u53f7\u6c34\u6676\u73bb\u7483\u76d8\u5bb6\u7528\u5ba2\u5385\u8336\u51e0\u6c99\u62c9\u76d8\u5b50\u8f7b\u5962/Plates and Bowls Set, Safety for Microwave & Dishwasher,/30.5CM\u95ea\u70c1\u534a\u900f\u660e\u73bb\u7483\u515c", "asin": "B0DMJZXB5H", "price": "$149.09", "delivery": "FREE delivery Apr 30 - May 12"},
{"title": "\u61d2\u4eba\u55d1\u74dc\u5b50\u795e\u5668\u5403\u74dc\u5b50\u5ba2\u5385\u5e8a\u4e0a\u6c34\u679c\u76d8\u5bb6\u7528\u7cd6\u679c\u521b\u610f\u96f6\u98df\u5e72\u679c\u76d8 Household Cleaning\uff0cKitchen Storage Essentials", "asin": "B0DZ12VCK8", "price": "$34.92", "delivery": "FREE delivery May 7 - 16"},
{"title": "MYOSOTIS Foldable Fruit Basket Gift Bamboo Fruit and Veggie Basket,Fruit Bowl Holder Dried Fruit Basket For Christmas decorations Holiday Party Mom Gifts (Apple)", "asin": "B07SKP4NWM", "price": "$20.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Thcbme \u73bb\u7483\u679c\u76d8\u9ad8\u8db3\u76d8\u5b50\u6258\u76d8\u6446\u76d8\u5bb6\u7528\u8f7b\u5962\u9152\u5e97\u70b9\u5fc3\u7cd6\u679c\u76d8\u7cd5\u70b9\u76d8/Home Buffet Porcelain Chip Plates/Dinnerware Plates, Bowls,/\u9ad8\u8db3\u7ad6\u6761\u7eb9\u73bb\u7483\u679c\u76d8", "asin": "B0DMLCXS93", "price": "$63.69", "delivery": "FREE delivery Apr 30 - May 12"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-14T05:06:10.554Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"index": 91,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<|action_end|>\n\n<|observation_start|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. 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3 Pack, 11.8\\\" x 5.9\\\" Rectangular Wooden Serving Platter, Wood Boards for Food, Mini Cheese Board for Vegetable, Charcuterie, Appetizer, Decor (Set 3)\", \"asin\": \"B0CT92TV7F\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"Luxurious White Textured Ceramic Bowl and Greenery Set,12.5x10.5 Inch Pedestal Decorative Bowl, with 6 Green Succulent Moss Balls, Counter Top, Farmhouse Table Centerpiece, Living Room, Kitchen Decor\", \"asin\": \"B0CT4J6NL3\", \"price\": \"$149.99\", \"quantity\": \"\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer\", \"asin\": \"B08B3F97WX\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"60oz Salad Bowl Set,2 Pack Serving Bowls for Entertaining,8inch Large White Ceramic Bowl for Side Dishes,Soup, Pho, Cereal, Pasta, Fruit, Microwave and Dishwasher Safe\", \"asin\": \"B0D9PTJRXL\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"12\\\" Salad Bowl Set with 2 Wooden Hands - Large Acacia Wood Serving Bowl with Serving Utensils - Big Mixing Bowl for Fruits, Salad,Pasta for Kitchen Counter (12\\\" Diameter x 4.5\\\" Height)\", \"asin\": \"B0D95MZ1NT\", \"price\": \"$39.98\", \"quantity\": \"\"},\n {\"title\": \"MALACASA Serving Bowls, 114 OZ(10\\\") Extra Large Salad Bowls Set of 2, Porcelain White Serving Bowls for Salad, Soup, Pasta and Dinner, Large Ceramic Bowl Set for Entertaining, Series REGULAR\", \"asin\": \"B0C5LMMLYP\", \"price\": \"$39.89\", \"quantity\": \"\"}\n ],\n \"ads\": [\n {\n \"title\": \"Go to detail page for \\\"Miicol Ceramic Bowls with Lids Set of 4, Food Storage Containers 20 Oz, Porcelain Serving Bowls 5 Inch, Colorful Mixing Bowl, Kitchen Bowl for Meal Prep, Picnic, Lunch.\\\" Rated 4.6 out of 5 stars by 218 reviews. Eligible for Prime.\",\n \"asin\": \"B08R41LT8B\"\n},\n {\n \"title\": \"Go to detail page for \\\"Miicol Ceramic Appetizer Plates Set of 6, White Dessert Plates 8 Inch, Small Dinner Plates, Modern Round Salad Plates, Porcelain Serving Dishes for Snack, Bread, Fruit, Microwave & Dishwasher Safe.\\\" Rated 4.5 out of 5 stars by 376 reviews. Eligible for Prime.\",\n \"asin\": \"B077WRJSM2\"\n},\n {\n \"title\": \"Go to detail page for \\\"Miicol Prosecco Stopper, Rose Gold Initial Wine Stopper - Personalised Champagne Gift for Wine Lovers.\\\" Rated 4.8 out of 5 stars by 1069 reviews. Eligible for Prime.\",\n \"asin\": \"B08CCG5MPR\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Livabber Countertop Fruit Basket Bowl with Banana Hanger, Modern Standing Fruit Vegetable Bowl Storage, with Banana Tree Holder for Kitchen Dinning Table (Round Wood, Black)\", \"asin\": \"B0CJC1P7XH\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"LEXA 12\\\" Handmade Natural Bamboo Wooden Salad Bowl - 130 oz Lightweight Large Wooden Bowls for Food - Bamboo Wooden Fruit Bowl for Kitchen Counter, Wood Bowls for food - Wooden Serving Bowl for Snacks\", \"asin\": \"B0BBQH6JYC\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Short Curved-Edge Modern Creative Stylish Single Tier Dish,Metal Iron Wire Fruit Vegetables Bread Decorative Stand Serving Bowls Basket Holder (Gold, 11\\\" - 1PCS)\", \"asin\": \"B08DTTGH6F\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"ANTOPY 2 Tier Fruit Basket with 2 Banana Hangers, Countertop Fruit Vegetable Basket Bowl for Kitchen Counter Metal Wire Fruits Storage Stand Holder Organizer for Bread Snack Veggies Produce\", \"asin\": \"B09XK615VZ\", \"price\": \"$20.89\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Divided Serving Tray with Lid and Handle - Snackle Box Charcuterie Container for Portable Snack Platters - Clear Organizer for Candy, Fruits, Nuts, Snacks - Perfect for Party, Entertaining\", \"asin\": \"B0CKMHSRJC\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n {\"title\": \"Auledio Iron 2-Tier Countertop Fruit Vegetables Basket Bowl Storage With Banana Hanger, Black, 64 ounces\", \"asin\": \"B08NJKQHLN\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"DMAR Wire Fruit Basket Gold Fruit Bowl for Kitchen Counter Wave Fruit Basket Serving Bowl Wire Fruit Dish for Fruits and Veggies\", \"asin\": \"B08CKQQPV8\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White\", \"asin\": \"B097DNWR91\", \"price\": \"$19.88\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"TOSSOW Glass Salad Bowl Irregular Shape Serving Bowls, 25 oz Pyrex Mixing Bowls for Kitchen Prep, Fruit, Snack, Dessert, and Candy Dishes or Nut Bowls(Grey)\", \"asin\": \"B097DMYMJM\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"RICCLE Fruit Basket For Kitchen Counter - Fruit Basket With Banana Hanger - Double Layer Metal Wire Fruit Bowl For Kitchen Countertop - Fruit Holder For Produce, Vegetables, Kitchen\", \"asin\": \"B09FRXV1MD\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"OwnMy Metal Fruit Bowl Basket Creative Table Centerpiece Fruit Stand Decorative Countertop Fruit Holder for Kitchen Counter, Iron Large Fruit Plate Round Storage Tray for Bread Snacks Candy (Golden)\", \"asin\": \"B08LY6G6P4\", \"price\": \"$25.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"2-Tier Fruit Basket Stand \\u2013 Stylish Fruit Holder for Kitchen Countertop, Large Fruit and Vegetable Storage Organizer, Two Tier Fruit Basket for Kitchen\", \"asin\": \"B0DDLHV83X\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"HOSY 2 Tier Steel Basket, Standing Storage Rack Ideas for Fruits, Vegetables, Bread, etc. (14-inch)\", \"asin\": \"B0DSJQ9GZ5\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"TOSY Magnet Pyramid Stone - 1 Cube Transforms into 1 Billion Shapes, Easter Basket Stuffers Essentials for Kids/Teens, 243 Rare Earth Magnets, Holographic Design, Puzzle/STEAM Toy\", \"asin\": \"B0DMSVXBDV\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"TOSY Flying Disc - 16 Million Colors RGB or 36 LEDs, Extremely Bright, Smart Modes, Easter Basket Stuffers Essentials for Teens/Kids/Adults/Men/Boys/Girls, Auto Light Up, Rechargeable, 175g\", \"asin\": \"B0B1YLQD9C\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"2 Tier Ceramic Fruit Bowl With Bamboo Wood Stand for Kitchen Counter,Porcelain Fruit Basket for Vegetable Storage,Snack Dessert Cake Tray Plate Rack for Party Wedding - White\", \"asin\": \"B09TWQSCLG\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Fruit bowl for kitchen counter - 3-tier ceramic bowl with metal stand, tiered fruit basket for fruit and vegetable storage, snacks, nuts, cakes, desserts + (smoke gray)\", \"asin\": \"B0DJVY87J9\", \"price\": \"$19.80\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 3 left in stock - order soon.\"},\n {\"title\": \"Fruit Bowl with Banana Hanger - Fruit Basket for Kitchen Counter with Holder - Black Chrome\", \"asin\": \"B09GY8KJ6Q\", \"price\": \"$22.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Livabber Fruit Basket Bowl with Banana Hanger, Fruit Vegetable Storage Basket with Banana Tree Holder for Kitchen Counter, Detachable Organizer for Bread Snack Produce (Gold, 3-Tier Metal Base)\", \"asin\": \"B0CLNZC3VM\", \"price\": \"$38.99\", \"delivery\": \"FREE delivery Apr 25 - 29 for Prime members\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter - 10\\\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl\", \"asin\": \"B0CXXBSFHR\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"PATIKIL Wood Serving Tray 7 Inch, Square Decorative Platter for Home Decor Kitchen Table Candle Holder, Brown\", \"asin\": \"B0C3B4QMVB\", \"price\": \"$16.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 4 left in stock - order soon.\"},\n {\"title\": \"Small Wooden Platters Rectangle Long Charcuterie Boards Acacia Wood Serving Trays Home Decor Cheese Board Cake Appetizer Plates Kitchen Charcuterie Platter for Food Dish Rectangular Dessert Snack Tray\", \"asin\": \"B0C6T55PNX\", \"price\": \"$9.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"PATIKIL Wood Serving Tray 10x7 Inch Outer Base, Rectangular Decorative Platter for Home Decor Kitchen Table Candle Holder, Brown\", \"asin\": \"B0C3B92J1N\", \"price\": \"$15.39\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Classic Style Curved-Edge Modern Creative Stylish Single Tier Dish,Metal Iron Wire Fruit Vegetables Bread Decorative Stand Serving Bowls Basket Holder (Dish) (Gold)\", \"asin\": \"B0CC93RKWP\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 10 left in stock (more on the way).\"},\n {\"title\": \"The Fine Living Co. Wooden Fruit Bowl, Large Serving Platter for Dessert, Round Shaped Serving Bowl for Cake, Snacks, Acacia Wood Bowls for Centrepiece, Wedding, Natural, 12\\\"x2\\\"\", \"asin\": \"B0C5MLWL7R\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black\", \"asin\": \"B08CV7G68L\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"MALACASA 48 Oz Pasta Bowls Set of 4, 9 Inch Salad Bowls, White Ceramic Serving Bowls for Kitchen, Microwave & Dishwasher Safe, Series LUNA, White\", \"asin\": \"B0DCJV2HZC\", \"price\": \"$25.96\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer\", \"asin\": \"B08B3F97WX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"UPPER Ottoman Tray 17x13 Inches Acacia Wood Serving Tray with Handles, Decorative Serving Tray with Handles, Wooden Serving Tray for Ottoman, Coffee Table Tray, Breakfast Tray Anti-Skid Pads Included\", \"asin\": \"B0DLSJ78TR\", \"price\": \"$37.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Metal Wire Fruit Basket, Black Fruit Bowl for Kitchen Counter, Fruit Holder Stand Storage Baskets for Countertop, Home Decor, Table Centerpieces, Vegetable Bowls for Fruits, Veggies, Snacks (Black)\", \"asin\": \"B08HC5MVJ1\", \"price\": \"$14.87\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members\"},\n {\"title\": \"KOLWOVEN Solid Acacia Wood Serving Tray - 3 Pack, 11.8\\\" x 5.9\\\" Rectangular Wooden Serving Platter, Wood Boards for Food, Mini Cheese Board for Vegetable, Charcuterie, Appetizer, Decor (Set 3)\", \"asin\": \"B0CT92TV7F\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 7 left in stock - order soon.\"},\n {\"title\": \"Gomakren 3 Tier Serving Stand with Porcelain Serving Platter Tray - Collapsible Gold Stand with 3 Piece Large14 Inch White Plates for Food Presentation Dessert Server Display and Entertaining\", \"asin\": \"B0BYVNCFJM\", \"price\": \"$36.99\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members\"},\n {\"title\": \"\\u6c34\\u679c\\u76d8\\uff0c \\u5ba2\\u5385\\uff0c \\u5bb6\\u5c45\\u5ba2\\u5385\\uff0c \\u5496\\u5561\\u684c\\uff0c \\u6c34\\u679c\\u76d8\\uff0c \\u5c0f\\u5403\\uff0c \\u6c34\\u6676\\u6c34\\u679c\\u7f50\\uff0c \\u7cd6\\u679c\\u76d8\", \"asin\": \"B0F26K5325\", \"price\": \"$10.15\", \"delivery\": \"FREE delivery May 1 - 16 Or fastest delivery Apr 18 - 22\"},\n {\"title\": \"PLASTICPRO 6 Sectional Round Plastic Serving Tray/Platters White & Silver Pack of 2\", \"asin\": \"B081D8XY7V\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Ceramic Bowls and with Lid Gold Basket Trays, 6 Removable Small Bowls Condiment Trays Nut Serving Set for Snacks, Fruits, Candy and Condiments - Great for Parties, Holiday Gifts, White\", \"asin\": \"B0BL799FVM\", \"price\": \"$33.89\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"60oz Salad Bowl Set,2 Pack Serving Bowls for Entertaining,8inch Large White Ceramic Bowl for Side Dishes,Soup, Pho, Cereal, Pasta, Fruit, Microwave and Dishwasher Safe\", \"asin\": \"B0D9PTJRXL\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"GNIEMCKIN Wooden Serving Platter, 8 x 8 Inch, Set of 5, Acacia Wood Tray, Perfect for Serving Charcuterie, Appetizers, Desserts, Dips, Sushi, Parties, Family Gatherings, Weddings, and Home Decor\", \"asin\": \"B0D4D7VWJ5\", \"price\": \"$36.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"OwnMy 3-Tier Fruit Basket Stand Decorative Iron Fruit Bowl, Metal Wire Fruit Holder Storage Trays Table Countertop Holder for Vegetables Bread Snack, Modern Fruit Bowls for Kitchen Home Use (Gold)\", \"asin\": \"B08YNQDT5W\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 18 - 21 for Prime members\"},\n {\"title\": \"Divided Serving Tray with Lid and Handle Fruit Containers for Fridge Snack Box Container Divided Storage Box for Platters for Serving Food Outdoor Party Snack Cracker and Spice Organizer\", \"asin\": \"B0DGGDCJ6V\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"LEXA 12\\\" Handmade White Bamboo Wooden Fruit Bowl for Kitchen Counter - 130Oz Lightweight Large Bamboo Wooden Bowls for Food, Wooden Salad Bowl, Wood Bowls for food - Wooden Serving Bowl for Snacks\", \"asin\": \"B0BBQL4LNC\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Apr 19 - 22 for Prime members\"},\n {\"title\": \"LE TAUCI Pasta Bowls 32 oz, Salad Bowls Set for Serving Soup, Pasta, Noodle, Dinner, Large Kitchen Bowl Plates, Microwave Safe - 7.8 Inch, Set of 4, White\", \"asin\": \"B08F4GHM23\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"2 Tier Fruit Basket for Kitchen- Bamboo Fruit and Vegetable Storage Bowl Stand for Kitchen Countertop, Produce Basket Fruit Holder for Potato, Onion, Bread, Snack Storage\", \"asin\": \"B0B6ZV5VV5\", \"price\": \"$35.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Ceramic Fruit Bowl, 10 Inch White Fruit Bowl For Kitchen Counter,White Pedestal Bowl for Decor,Decorative Fruit Bowl for Kitchen & Home Decor (Ceramic White)\", \"asin\": \"B0CFY36QTL\", \"price\": \"$31.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Chip and Dip Serving Set, 13.5\\\" Serving Platters and Trays, Appetizer Serving Tray, Divided Serving Tray, Party Serving Relish Trays and Platters, Lazy Susan Taco Bar, Lazy Susan Serving Platter\", \"asin\": \"B0CPD1MZ87\", \"price\": \"$52.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"DOWAN 360\\u00b0 Rotatable Serving Tray and Platters, 12 Inch Divided Serving Bowls for Party, Kitchen Decor, Removable Serving Dishes for Chips and Dip, Fruit, Veggies, Candy and Snacks, 7 Pieces, White\", \"asin\": \"B099RHFZDV\", \"price\": \"$37.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"3 Pack Divided Serving Tray, 13 Inch Unbreakable Chip and Dip Platter, Melamine Appetizer Serving Plate, 5 Sectional Party Snack Relish Tray for Serving Food, Nuts, Candy, Dried Fruit, Veggies\", \"asin\": \"B0C4SSVQSD\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer\", \"asin\": \"B08B3F97WX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Colorful Woven Glass Fruit Bowls Set of 2 (2 colors). Decoration Old Fashioned Glass Plates. 10 inch Large Bowl Hand Painted Multicolor Salad Bowls. Suitable for Dessert, Candy, Snack & More.\", \"asin\": \"B0D2L5RHLS\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members Only 6 left in stock - order soon.\"},\n {\"title\": \"Folkulture Wooden Fruit Bowl for Kitchen Counter | 12\\\" Large Premium Banana Fruit Basket for Kitchen | Black Wood Bowl with Holder, Pedestal for Table Decor, Centerpiece for Dining Table\", \"asin\": \"B09TFGMVR8\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Divided Serving Tray with Lid and Handle, Rotating Snackle Boxes Container Spinner, Portable Snack Tray Organizer with Cutlery, 6 Compartment Veggie Fruit Charcuterie Platter for Travel Party Picnic\", \"asin\": \"B0DB82XCD1\", \"price\": \"$18.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 18 left in stock - order soon.\"},\n {\"title\": \"Fruit Basket, 2 Tier Bamboo Fruit Basket for Kitchen, 11\\\" Tall Fruit Stand Storage Holder, Heavy Duty/Large Capacity for Vegetables, Fruit, and Snack, 15 mm Thickness (Self-assembly)\", \"asin\": \"B09YJ7TSYM\", \"price\": \"$28.98\", \"delivery\": \"FREE delivery Apr 30 - May 14 for Prime members\"},\n {\"title\": \"Modern Farmhouse 2 Tier Fruit Basket for Kitchen Counter, Vintage Wire and Wooden Base Fruit Bowl / Stand for Kitchen countertop Decor - Double Tree Fruit & Vegetables Basket\", \"asin\": \"B0BLFMGBCK\", \"price\": \"$42.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Fruit Basket for Kitchen Counter 2 Pack, Fruit Plate Decorative Bowls with Draining Holes, Fruit and Vegetable Holders for Countertops, Home Decor Serving Dish Table Centerpiece Decoration\", \"asin\": \"B0B1B2BVSK\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery May 2 - 12 Or fastest delivery Apr 15 - 16 Only 9 left in stock - order soon.\"},\n {\"title\": \"Metal Wire Fruit Basket, Black Fruit Bowl for Kitchen Counter, Fruit Holder Stand Storage Baskets for Countertop, Home Decor, Table Centerpieces, Vegetable Bowls for Fruits, Veggies, Snacks (Black)\", \"asin\": \"B08HC5MVJ1\", \"price\": \"$14.87\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members\"},\n {\"title\": \"Fruit Bowl for Kitchen Counter - 3 Tier Ceramic Serving Bowls with Metal Stand, Tiered Fruit Basket for Fruit Vegetable Storage, Snack, Nuts, Cake, Dessert, Small & Cute (Gold-Rimmed)\", \"asin\": \"B0D2573S3Z\", \"price\": \"$46.99\", \"delivery\": \"FREE delivery Apr 21 - 25 for Prime members\"},\n {\"title\": \"Ceramic Fruit Bowl or Decorative Pedestal Bowl for Table D\\u00e9cor, 10\\\" Fruit Basket for Kitchen Counter or Home Decor, Fruit & Vegetable Holder, Large Ceramic Fruit Bowl for Home Decorative Centerpiece\", \"asin\": \"B0CPSBC2CT\", \"price\": \"$35.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"mwellewm 10 Pcs Round Plastic Appetizer Tray with Lid Divided Serving Tray, Disposable Food Storage Containers, Kids Snack, Fruit Platter Vegetable Trays for Party and Buffet\", \"asin\": \"B09TT7F77N\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Mascot Desktop Decoration Buddhist Utensils Religious Pray Sacrificial Supplies \\u9676\\u74f7\\u4f9b\\u76d8 \\u4f9b\\u4f5b\\u679c\\u76d8\\u4f5b\\u524d\\u6c34\\u679c\\u76d8 \\u5bb6\\u7528\\u4e0a\\u9999\\u83b2\\u82b1\\u9ad8\\u811a\\u8d21\\u76d8\\u4f9b\\u54c1\\u4f5b\\u5177\\u7528\\u54c1 1Pcs(\\u62db\\u8d22\\u6b3e6\\u5bf8\\u3010\\u9ec4\\u8272\\u3011)\", \"asin\": \"B0C9LPVDCF\", \"price\": \"$49.42\", \"delivery\": \"$4.99 delivery May 5 - 14\"},\n {\"title\": \"Decor Metal Fruit Bowl, Modern Kitchen Fruit Basket, Large Round Kitchen Basket, for Fruit, Vegetable, Bread, Candy and Nut - Gold\", \"asin\": \"B099NQK8W7\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Thcbme 2024\\u9ad8\\u7aef\\u65f6\\u5c1a\\u6c34\\u679c\\u76d8\\u5927\\u53f7\\u6c34\\u6676\\u73bb\\u7483\\u76d8\\u5bb6\\u7528\\u5ba2\\u5385\\u8336\\u51e0\\u6c99\\u62c9\\u76d8\\u5b50\\u8f7b\\u5962/Plates and Bowls Set, Safety for Microwave & Dishwasher,/30.5CM\\u95ea\\u70c1\\u534a\\u900f\\u660e\\u73bb\\u7483\\u515c\", \"asin\": \"B0DMJZXB5H\", \"price\": \"$149.09\", \"delivery\": \"FREE delivery Apr 30 - May 12\"},\n {\"title\": \"\\u61d2\\u4eba\\u55d1\\u74dc\\u5b50\\u795e\\u5668\\u5403\\u74dc\\u5b50\\u5ba2\\u5385\\u5e8a\\u4e0a\\u6c34\\u679c\\u76d8\\u5bb6\\u7528\\u7cd6\\u679c\\u521b\\u610f\\u96f6\\u98df\\u5e72\\u679c\\u76d8 Household Cleaning\\uff0cKitchen Storage Essentials\", \"asin\": \"B0DZ12VCK8\", \"price\": \"$34.92\", \"delivery\": \"FREE delivery May 7 - 16\"},\n {\"title\": \"MYOSOTIS Foldable Fruit Basket Gift Bamboo Fruit and Veggie Basket,Fruit Bowl Holder Dried Fruit Basket For Christmas decorations Holiday Party Mom Gifts (Apple)\", \"asin\": \"B07SKP4NWM\", \"price\": \"$20.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Thcbme \\u73bb\\u7483\\u679c\\u76d8\\u9ad8\\u8db3\\u76d8\\u5b50\\u6258\\u76d8\\u6446\\u76d8\\u5bb6\\u7528\\u8f7b\\u5962\\u9152\\u5e97\\u70b9\\u5fc3\\u7cd6\\u679c\\u76d8\\u7cd5\\u70b9\\u76d8/Home Buffet Porcelain Chip Plates/Dinnerware Plates, Bowls,/\\u9ad8\\u8db3\\u7ad6\\u6761\\u7eb9\\u73bb\\u7483\\u679c\\u76d8\", \"asin\": \"B0DMLCXS93\", \"price\": \"$63.69\", \"delivery\": \"FREE delivery Apr 30 - May 12\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T05:06:10.554Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T05:06:13.487Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-14T05:06:13.487Z
|
click
|
nav_bar
|
rule
|
2025-04-14T05:06:13.487Z
|
train
| 92 |
2025-04-14T05:06:13.487Z
|
click
|
nav_bar
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"}
{"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"}
{"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"}
{"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"}
{"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"}
{"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"}
{"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"}
<|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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-14T05:06:13.487Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"index": 92,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T05:06:13.487Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:06:34.325Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-14T06:06:34.325Z
|
input
|
lenovo legion r7000p 2021H battery
|
rule
|
2025-04-14T06:06:34.325Z
|
train
| 93 |
2025-04-14T06:06:34.325Z
|
input
|
lenovo legion r7000p 2021H battery
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"}
{"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"}
{"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"}
{"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"}
{"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"}
{"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"}
{"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"}
<|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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-14T06:06:34.325Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>lenovo legion r7000p 2021H battery</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>lenovo legion r7000p 2021H battery</answer_argument>",
"index": 93,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:06:34.325Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"lenovo legion r7000p 2021H battery\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.99\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"ads\": [\n {\n \"title\": \"65W AC Laptop Charger for Lenovo IdeaPad Flex 3 5 14iwl Series l340 S340 510s 120s S145 110 110s 130s 330S 510 Laptop Adapter Power Supply Cord\",\n \"asin\": \"B07ZRBTLRN\"\n},\n {\n \"title\": \"LQM\\u00ae New VV0NF Laptop Battery for Dell Latitude E5540 E5440 0M7T5F F49WX NVWGM 0K8HC 1N9C0 7W6K0 CXF66 WGCW6 [11.1V 65Wh]\",\n \"asin\": \"B01F4OOFL6\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh\", \"asin\": \"B07QX7XHC9\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh\", \"asin\": \"B083LQHCZL\", \"price\": \"$42.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh\", \"asin\": \"B0DC6S2X9B\", \"price\": \"$42.22\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n {\"title\": \"ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00\", \"asin\": \"B0D8BL99TH\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n {\"title\": \"L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V\", \"asin\": \"B084G1WFBM\", \"price\": \"$43.74\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon.\"},\n {\"title\": \"Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1\", \"asin\": \"B0D8KPJQ8R\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n {\"title\": \"L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh\", \"asin\": \"B0728MYQYP\", \"price\": \"$38.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh\", \"asin\": \"B0CSD9VY1Q\", \"price\": \"$58.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 18 left in stock - order soon.\"},\n {\"title\": \"L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh\", \"asin\": \"B0CDPRM1F7\", \"price\": \"$69.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 8 left in stock - order soon.\"},\n {\"title\": \"ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh\", \"asin\": \"B09PH8TQHQ\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3\", \"asin\": \"B0CLNXDC7M\", \"price\": \"$29.93\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 16 left in stock - order soon.\"},\n {\"title\": \"ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh\", \"asin\": \"B0CDFQJZV8\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon.\"},\n {\"title\": \"ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh\", \"asin\": \"B0CKXB55H9\", \"price\": \"$45.88\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon.\"},\n {\"title\": \"L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh\", \"asin\": \"B0D5L1SVHC\", \"price\": \"$45.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon.\"},\n {\"title\": \"ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK\", \"asin\": \"B0CR3LZXRK\", \"price\": \"$41.33\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon.\"},\n {\"title\": \"ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1\", \"asin\": \"B0B15BD2F7\", \"price\": \"$45.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon.\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:06:49.552Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-14T06:06:49.552Z
|
click_product
|
B07QX7XHC9
|
rule
|
2025-04-14T06:06:49.552Z
|
train
| 94 |
2025-04-14T06:06:49.552Z
|
click_product
|
B07QX7XHC9
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"}
{"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"}
{"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"}
{"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"}
{"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"}
{"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"}
{"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"}
<|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": "lenovo legion r7000p 2021H battery"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.99", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"ads": [
{
"title": "65W AC Laptop Charger for Lenovo IdeaPad Flex 3 5 14iwl Series l340 S340 510s 120s S145 110 110s 130s 330S 510 Laptop Adapter Power Supply Cord",
"asin": "B07ZRBTLRN"
},
{
"title": "LQM\u00ae New VV0NF Laptop Battery for Dell Latitude E5540 E5440 0M7T5F F49WX NVWGM 0K8HC 1N9C0 7W6K0 CXF66 WGCW6 [11.1V 65Wh]",
"asin": "B01F4OOFL6"
}
],
"search_results": [
{"title": "Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh", "asin": "B07QX7XHC9", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh", "asin": "B083LQHCZL", "price": "$42.74", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh", "asin": "B0DC6S2X9B", "price": "$42.22", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."},
{"title": "ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00", "asin": "B0D8BL99TH", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."},
{"title": "L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V", "asin": "B084G1WFBM", "price": "$43.74", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon."},
{"title": "Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1", "asin": "B0D8KPJQ8R", "price": "$35.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"},
{"title": "L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh", "asin": "B0728MYQYP", "price": "$38.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh", "asin": "B0CSD9VY1Q", "price": "$58.99", "delivery": "FREE delivery Wed, Apr 16 Only 18 left in stock - order soon."},
{"title": "L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh", "asin": "B0CDPRM1F7", "price": "$69.99", "delivery": "FREE delivery Wed, Apr 16 Only 8 left in stock - order soon."},
{"title": "ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh", "asin": "B09PH8TQHQ", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3", "asin": "B0CLNXDC7M", "price": "$29.93", "delivery": "FREE delivery Wed, Apr 16 Only 16 left in stock - order soon."},
{"title": "ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh", "asin": "B0CDFQJZV8", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon."},
{"title": "ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh", "asin": "B0CKXB55H9", "price": "$45.88", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon."},
{"title": "L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh", "asin": "B0D5L1SVHC", "price": "$45.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon."},
{"title": "ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK", "asin": "B0CR3LZXRK", "price": "$41.33", "delivery": "FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon."},
{"title": "ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1", "asin": "B0B15BD2F7", "price": "$45.74", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon."}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-14T06:06:49.552Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click_product</answer_action><answer_argument>B07QX7XHC9</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B07QX7XHC9</answer_argument>",
"index": 94,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": 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\"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", 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Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.99\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"ads\": [\n {\n \"title\": \"65W AC Laptop Charger for Lenovo IdeaPad Flex 3 5 14iwl Series l340 S340 510s 120s S145 110 110s 130s 330S 510 Laptop Adapter Power Supply Cord\",\n \"asin\": \"B07ZRBTLRN\"\n},\n {\n \"title\": \"LQM\\u00ae New VV0NF Laptop Battery for Dell Latitude E5540 E5440 0M7T5F F49WX NVWGM 0K8HC 1N9C0 7W6K0 CXF66 WGCW6 [11.1V 65Wh]\",\n \"asin\": \"B01F4OOFL6\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh\", \"asin\": \"B07QX7XHC9\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh\", \"asin\": \"B083LQHCZL\", \"price\": \"$42.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh\", \"asin\": \"B0DC6S2X9B\", \"price\": \"$42.22\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n {\"title\": \"ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00\", \"asin\": \"B0D8BL99TH\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n {\"title\": \"L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V\", \"asin\": \"B084G1WFBM\", \"price\": \"$43.74\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon.\"},\n {\"title\": \"Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1\", \"asin\": \"B0D8KPJQ8R\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n {\"title\": \"L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh\", \"asin\": \"B0728MYQYP\", \"price\": \"$38.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh\", \"asin\": \"B0CSD9VY1Q\", \"price\": \"$58.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 18 left in stock - order soon.\"},\n {\"title\": \"L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh\", \"asin\": \"B0CDPRM1F7\", \"price\": \"$69.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 8 left in stock - order soon.\"},\n {\"title\": \"ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh\", \"asin\": \"B09PH8TQHQ\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3\", \"asin\": \"B0CLNXDC7M\", \"price\": \"$29.93\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 16 left in stock - order soon.\"},\n {\"title\": \"ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh\", \"asin\": \"B0CDFQJZV8\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon.\"},\n {\"title\": \"ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh\", \"asin\": \"B0CKXB55H9\", \"price\": \"$45.88\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon.\"},\n {\"title\": \"L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh\", \"asin\": \"B0D5L1SVHC\", \"price\": \"$45.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon.\"},\n {\"title\": \"ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK\", \"asin\": \"B0CR3LZXRK\", \"price\": \"$41.33\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon.\"},\n {\"title\": \"ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1\", \"asin\": \"B0B15BD2F7\", \"price\": \"$45.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon.\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:06:49.552Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"lenovo legion r7000p 2021H battery\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.99\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"ads\": [\n {\n \"title\": \"65W AC Laptop Charger for Lenovo IdeaPad Flex 3 5 14iwl Series l340 S340 510s 120s S145 110 110s 130s 330S 510 Laptop Adapter Power Supply Cord\",\n \"asin\": \"B07ZRBTLRN\"\n},\n {\n \"title\": \"LQM\\u00ae New VV0NF Laptop Battery for Dell Latitude E5540 E5440 0M7T5F F49WX NVWGM 0K8HC 1N9C0 7W6K0 CXF66 WGCW6 [11.1V 65Wh]\",\n \"asin\": \"B01F4OOFL6\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh\", \"asin\": \"B07QX7XHC9\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh\", \"asin\": \"B083LQHCZL\", \"price\": \"$42.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh\", \"asin\": \"B0DC6S2X9B\", \"price\": \"$42.22\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n {\"title\": \"ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00\", \"asin\": \"B0D8BL99TH\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n {\"title\": \"L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V\", \"asin\": \"B084G1WFBM\", \"price\": \"$43.74\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon.\"},\n {\"title\": \"Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1\", \"asin\": \"B0D8KPJQ8R\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n {\"title\": \"L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh\", \"asin\": \"B0728MYQYP\", \"price\": \"$38.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh\", \"asin\": \"B0CSD9VY1Q\", \"price\": \"$58.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 18 left in stock - order soon.\"},\n {\"title\": \"L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh\", \"asin\": \"B0CDPRM1F7\", \"price\": \"$69.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 8 left in stock - order soon.\"},\n {\"title\": \"ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh\", \"asin\": \"B09PH8TQHQ\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3\", \"asin\": \"B0CLNXDC7M\", \"price\": \"$29.93\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 16 left in stock - order soon.\"},\n {\"title\": \"ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh\", \"asin\": \"B0CDFQJZV8\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon.\"},\n {\"title\": \"ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh\", \"asin\": \"B0CKXB55H9\", \"price\": \"$45.88\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon.\"},\n {\"title\": \"L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh\", \"asin\": \"B0D5L1SVHC\", \"price\": \"$45.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon.\"},\n {\"title\": \"ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK\", \"asin\": \"B0CR3LZXRK\", \"price\": \"$41.33\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon.\"},\n {\"title\": \"ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1\", \"asin\": \"B0B15BD2F7\", \"price\": \"$45.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon.\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:07:13.175Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-14T06:07:13.175Z
|
input
|
lenovo legion r7000p battery
|
rule
|
2025-04-14T06:07:13.175Z
|
train
| 95 |
2025-04-14T06:07:13.175Z
|
input
|
lenovo legion r7000p battery
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
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<|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.
{
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},
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{"title": "L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh", "asin": "B083LQHCZL", "price": "$42.74", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh", "asin": "B0DC6S2X9B", "price": "$42.22", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."},
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{"title": "Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1", "asin": "B0D8KPJQ8R", "price": "$35.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"},
{"title": "L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh", "asin": "B0728MYQYP", "price": "$38.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh", "asin": "B0CSD9VY1Q", "price": "$58.99", "delivery": "FREE delivery Wed, Apr 16 Only 18 left in stock - order soon."},
{"title": "L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh", "asin": "B0CDPRM1F7", "price": "$69.99", "delivery": "FREE delivery Wed, Apr 16 Only 8 left in stock - order soon."},
{"title": "ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh", "asin": "B09PH8TQHQ", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3", "asin": "B0CLNXDC7M", "price": "$29.93", "delivery": "FREE delivery Wed, Apr 16 Only 16 left in stock - order soon."},
{"title": "ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh", "asin": "B0CDFQJZV8", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon."},
{"title": "ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh", "asin": "B0CKXB55H9", "price": "$45.88", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon."},
{"title": "L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh", "asin": "B0D5L1SVHC", "price": "$45.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon."},
{"title": "ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK", "asin": "B0CR3LZXRK", "price": "$41.33", "delivery": "FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon."},
{"title": "ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1", "asin": "B0B15BD2F7", "price": "$45.74", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon."}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-14T06:07:13.175Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>input</answer_action><answer_argument>lenovo legion r7000p battery</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>input</answer_action><answer_argument>lenovo legion r7000p battery</answer_argument>",
"index": 95,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"lenovo legion r7000p 2021H battery\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.99\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"ads\": [\n {\n \"title\": \"65W AC Laptop Charger for Lenovo IdeaPad Flex 3 5 14iwl Series l340 S340 510s 120s S145 110 110s 130s 330S 510 Laptop Adapter Power Supply Cord\",\n \"asin\": \"B07ZRBTLRN\"\n},\n {\n \"title\": \"LQM\\u00ae New VV0NF Laptop Battery for Dell Latitude E5540 E5440 0M7T5F F49WX NVWGM 0K8HC 1N9C0 7W6K0 CXF66 WGCW6 [11.1V 65Wh]\",\n \"asin\": \"B01F4OOFL6\"\n}\n ],\n \"search_results\": [\n {\"title\": \"Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh\", \"asin\": \"B07QX7XHC9\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh\", \"asin\": \"B083LQHCZL\", \"price\": \"$42.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh\", \"asin\": \"B0DC6S2X9B\", \"price\": \"$42.22\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n {\"title\": \"ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00\", \"asin\": \"B0D8BL99TH\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n {\"title\": \"L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V\", \"asin\": \"B084G1WFBM\", \"price\": \"$43.74\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon.\"},\n {\"title\": \"Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1\", \"asin\": \"B0D8KPJQ8R\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n {\"title\": \"L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh\", \"asin\": \"B0728MYQYP\", \"price\": \"$38.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh\", \"asin\": \"B0CSD9VY1Q\", \"price\": \"$58.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 18 left in stock - order soon.\"},\n {\"title\": \"L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh\", \"asin\": \"B0CDPRM1F7\", \"price\": \"$69.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 8 left in stock - order soon.\"},\n {\"title\": \"ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh\", \"asin\": \"B09PH8TQHQ\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3\", \"asin\": \"B0CLNXDC7M\", \"price\": \"$29.93\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 16 left in stock - order soon.\"},\n {\"title\": \"ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh\", \"asin\": \"B0CDFQJZV8\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon.\"},\n {\"title\": \"ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh\", \"asin\": \"B0CKXB55H9\", \"price\": \"$45.88\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon.\"},\n {\"title\": \"L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh\", \"asin\": \"B0D5L1SVHC\", \"price\": \"$45.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon.\"},\n {\"title\": \"ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK\", \"asin\": \"B0CR3LZXRK\", \"price\": \"$41.33\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon.\"},\n {\"title\": \"ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1\", \"asin\": \"B0B15BD2F7\", \"price\": \"$45.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon.\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:07:13.175Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", 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order soon.\"},\n {\"title\": \"LENOVO 11.4V 24Wh 68 3-Cell Li-ion Battery 0C52861 45N1124 45N1775 45N1126 45N1127 For Lenovo ThinkPad X240 X240S X250 X260 X270 T440 T440S T450 T450S T460 T460P T470P T550 T560 W550 L450 L460 Laptops\", \"asin\": \"B0757NM7ZS\", \"price\": \"$47.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Dentsing L22B4PA0 15.44V 60Wh Laptop Battery for Lenovo Legion Slim 5 16APH8 16IRH8 Series 5B11K38530 SB11K38532 5B11K38526 SB11K38527 5B11K38529 SB11K38533\", \"asin\": \"B0DGLJWVCY\", \"price\": \"$60.69\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 8 left in stock - order soon.\"},\n {\"title\": \"L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh\", \"asin\": \"B083LQHCZL\", \"price\": \"$42.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V\", \"asin\": \"B084G1WFBM\", \"price\": \"$43.74\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon.\"},\n {\"title\": \"Dentsing L19C4PC1 L19M4PC1 Laptop Battery Compatible with Lenovo Legion 5-15IMH05 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC0 5B10W86194 5B10W86192 SB10W86193\", \"asin\": \"B08MWGDZYC\", \"price\": \"$45.69\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 3 left in stock - order soon.\"},\n {\"title\": \"L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh\", \"asin\": \"B0728MYQYP\", \"price\": \"$38.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Dentsing 80Wh 5182mAh L23M4PK5 Laptop Battery Compatible with Lenovo Legion 5i(16 Gen 9) / Y7000P IRX9 2024 Series Notebook L23B4PK5 L23C4PK5 L23D4PK5 L23L4PK5\", \"asin\": \"B07WSQ6PVD\", \"price\": \"$79.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 7 left in stock - order soon.\"},\n {\"title\": \"Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192\", \"asin\": \"B07MM9YFS1\", \"price\": \"$45.69\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM Only 10 left in stock - order soon.\"},\n {\"title\": \"L20C4PC0 Laptop Battery Compatible with Lenovo Legion 5 Gaming 15.6 inch 5-15ACH6 Model 82JW0012US 82JW00BDUS Series SB11B48820 5B11B48827 L20M4PC0 SB11B48831 5B11B48816 L20D4PC0 L20L4PC0\", \"asin\": \"B0CDM6Z5PW\", \"price\": \"$54.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 15 left in stock - order soon.\"},\n {\"title\": \"L19C4PC1 L19M4PC1 80Wh Laptop Battery for Lenovo Legion 5P-15IMH05 5P-15ARH05H Legion 5-15IMH05 5-15ARH05 Legion Y7000P R7000P 2020 Series L19C4PC0 L19M4PC0 5B10W86192 5B10W86194 5B10W86195 5B10W86196\", \"asin\": \"B099N3THG3\", \"price\": \"$39.99\", \"delivery\": \"$11.98 delivery Apr 23 - May 5\"},\n {\"title\": \"ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh\", \"asin\": \"B0DC6S2X9B\", \"price\": \"$42.22\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n {\"title\": \"L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh\", \"asin\": \"B08J7V9V8G\", \"price\": \"$43.19\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n {\"title\": \"L19M4PC1 L19C4PC1 Laptop Battery Replacement for Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 15.36V 80Wh 5335mAh\", \"asin\": \"B0CVMZCQKN\", \"price\": \"$42.74\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 13 left in stock - order soon.\"},\n {\"title\": \"ASODI L19C4PC0 5B10W86196 60Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series L19C4PC1 5B10W86194 L19M4PC1 5B10W86192 L19M4PC0 5B10W86195 4010mAh\", \"asin\": \"B09PFY1LJK\", \"price\": \"$44.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon.\"},\n {\"title\": \"ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00\", \"asin\": \"B0D8BL99TH\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n {\"title\": \"ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh\", \"asin\": \"B09PH8TQHQ\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"L20M4PC0 Laptop Battery Compatible with Lenovo Ideapad Gaming 3-15ACH6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series 5B11B48816 L20D4PC0 5B11B48819 L20C4PC0 5B11B48827 L20L4PC0 60Wh\", \"asin\": \"B084JPJMXK\", \"price\": \"$40.74\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 20 left in stock - order soon.\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:07:27.665Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-14T06:07:27.665Z
|
click_product
|
B09N39XG46
|
rule
|
2025-04-14T06:07:27.665Z
|
train
| 96 |
2025-04-14T06:07:27.665Z
|
click_product
|
B09N39XG46
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"}
{"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"}
{"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"}
{"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"}
{"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"}
{"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"}
{"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"}
{"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"}
{"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"}
<|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": "lenovo legion r7000p battery"
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.99", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"ads": [
{
"title": "Go to detail page for \"GHU New Battery 70+ 48 WH 0A36302 0A36303 45N1001 Compatible with Lenovo Thinkpad T410 T420 T430 T510 W530 W510 W520 L410 L420 L430 42T4751 45N1005 42T4235 45N1011 42T4757 42T4737 42T4753 42T4791.\" Rated 4.2 out of 5 stars by 372 reviews. Eligible for Prime.",
"asin": "B073GVMTLK"
},
{
"title": "Go to detail page for \"GHU New 94 Wh Laptop Battery 0A36303 0A36302 45N1001 70++ Compatible for Lenovo Thinkpad T410 T420 T420i T430 L410 L412 L520 L530 E420 E425 E520 E525 SL410 Sl510 Replacement for 45N1005 45N1007.\" Rated 4.2 out of 5 stars by 372 reviews. Eligible for Prime.",
"asin": "B073GTDJSM"
},
{
"title": "Go to detail page for \"GHU New Battery 70+ 48 WH Replacement for 0A36302 0A36303 45N1001 42T4733 Compatible with Lenovo Thinkpad T410 T420 T430 W530 W510 W520 L410 T530 L420 L430 42T4235 42T4731 42T4757 42T4737 42T4753.\" Rated 4.2 out of 5 stars by 372 reviews. Eligible for Prime.",
"asin": "B01NBPOSJD"
}
],
"search_results": [
{"title": "L17M3PG2 L17M3PG1 Laptop Battery for Lenovo Legion Y530-15ICH Y540-15IRH-PG0 Y540-17IRH Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 L17L3PG1 L17C3PG1 L17C3PG2", "asin": "B0CNBG3N9X", "price": "$42.99", "delivery": "FREE delivery Wed, Apr 16 Only 6 left in stock - order soon."},
{"title": "Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh", "asin": "B07QX7XHC9", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 5-15IMH05 5-15ARH05 Legion Y7000P R7000P 2020 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194", "asin": "B09PFXCWYH", "price": "$46.22", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 8 left in stock - order soon."},
{"title": "ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh", "asin": "B09N39XG46", "price": "$46.74", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 5 left in stock - order soon."},
{"title": "Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh", "asin": "B07QX7XHC9", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192", "asin": "B07MM9YFS1", "price": "$45.69", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Only 10 left in stock - order soon."},
{"title": "LENOVO 11.4V 24Wh 68 3-Cell Li-ion Battery 0C52861 45N1124 45N1775 45N1126 45N1127 For Lenovo ThinkPad X240 X240S X250 X260 X270 T440 T440S T450 T450S T460 T460P T470P T550 T560 W550 L450 L460 Laptops", "asin": "B0757NM7ZS", "price": "$47.99", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "Dentsing L22B4PA0 15.44V 60Wh Laptop Battery for Lenovo Legion Slim 5 16APH8 16IRH8 Series 5B11K38530 SB11K38532 5B11K38526 SB11K38527 5B11K38529 SB11K38533", "asin": "B0DGLJWVCY", "price": "$60.69", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 8 left in stock - order soon."},
{"title": "L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh", "asin": "B083LQHCZL", "price": "$42.74", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V", "asin": "B084G1WFBM", "price": "$43.74", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon."},
{"title": "Dentsing L19C4PC1 L19M4PC1 Laptop Battery Compatible with Lenovo Legion 5-15IMH05 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC0 5B10W86194 5B10W86192 SB10W86193", "asin": "B08MWGDZYC", "price": "$45.69", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 3 left in stock - order soon."},
{"title": "L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh", "asin": "B0728MYQYP", "price": "$38.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"},
{"title": "Dentsing 80Wh 5182mAh L23M4PK5 Laptop Battery Compatible with Lenovo Legion 5i(16 Gen 9) / Y7000P IRX9 2024 Series Notebook L23B4PK5 L23C4PK5 L23D4PK5 L23L4PK5", "asin": "B07WSQ6PVD", "price": "$79.99", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 7 left in stock - order soon."},
{"title": "Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192", "asin": "B07MM9YFS1", "price": "$45.69", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Only 10 left in stock - order soon."},
{"title": "L20C4PC0 Laptop Battery Compatible with Lenovo Legion 5 Gaming 15.6 inch 5-15ACH6 Model 82JW0012US 82JW00BDUS Series SB11B48820 5B11B48827 L20M4PC0 SB11B48831 5B11B48816 L20D4PC0 L20L4PC0", "asin": "B0CDM6Z5PW", "price": "$54.99", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 15 left in stock - order soon."},
{"title": "L19C4PC1 L19M4PC1 80Wh Laptop Battery for Lenovo Legion 5P-15IMH05 5P-15ARH05H Legion 5-15IMH05 5-15ARH05 Legion Y7000P R7000P 2020 Series L19C4PC0 L19M4PC0 5B10W86192 5B10W86194 5B10W86195 5B10W86196", "asin": "B099N3THG3", "price": "$39.99", "delivery": "$11.98 delivery Apr 23 - May 5"},
{"title": "ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh", "asin": "B0DC6S2X9B", "price": "$42.22", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."},
{"title": "L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh", "asin": "B08J7V9V8G", "price": "$43.19", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
{"title": "L19M4PC1 L19C4PC1 Laptop Battery Replacement for Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 15.36V 80Wh 5335mAh", "asin": "B0CVMZCQKN", "price": "$42.74", "delivery": "FREE delivery Wed, Apr 16 Only 13 left in stock - order soon."},
{"title": "ASODI L19C4PC0 5B10W86196 60Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series L19C4PC1 5B10W86194 L19M4PC1 5B10W86192 L19M4PC0 5B10W86195 4010mAh", "asin": "B09PFY1LJK", "price": "$44.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon."},
{"title": "ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00", "asin": "B0D8BL99TH", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."},
{"title": "ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh", "asin": "B09PH8TQHQ", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"},
{"title": "L20M4PC0 Laptop Battery Compatible with Lenovo Ideapad Gaming 3-15ACH6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series 5B11B48816 L20D4PC0 5B11B48819 L20C4PC0 5B11B48827 L20L4PC0 60Wh", "asin": "B084JPJMXK", "price": "$40.74", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 20 left in stock - order soon."}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-14T06:07:27.665Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click_product</answer_action><answer_argument>B09N39XG46</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click_product</answer_action><answer_argument>B09N39XG46</answer_argument>",
"index": 96,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": 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Eligible for Prime.\",\n \"asin\": \"B073GVMTLK\"\n},\n {\n \"title\": \"Go to detail page for \\\"GHU New 94 Wh Laptop Battery 0A36303 0A36302 45N1001 70++ Compatible for Lenovo Thinkpad T410 T420 T420i T430 L410 L412 L520 L530 E420 E425 E520 E525 SL410 Sl510 Replacement for 45N1005 45N1007.\\\" Rated 4.2 out of 5 stars by 372 reviews. Eligible for Prime.\",\n \"asin\": \"B073GTDJSM\"\n},\n {\n \"title\": \"Go to detail page for \\\"GHU New Battery 70+ 48 WH Replacement for 0A36302 0A36303 45N1001 42T4733 Compatible with Lenovo Thinkpad T410 T420 T430 W530 W510 W520 L410 T530 L420 L430 42T4235 42T4731 42T4757 42T4737 42T4753.\\\" Rated 4.2 out of 5 stars by 372 reviews. Eligible for Prime.\",\n \"asin\": \"B01NBPOSJD\"\n}\n ],\n \"search_results\": [\n {\"title\": \"L17M3PG2 L17M3PG1 Laptop Battery for Lenovo Legion Y530-15ICH Y540-15IRH-PG0 Y540-17IRH Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 L17L3PG1 L17C3PG1 L17C3PG2\", \"asin\": \"B0CNBG3N9X\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 6 left in stock - order soon.\"},\n {\"title\": \"Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh\", \"asin\": \"B07QX7XHC9\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 5-15IMH05 5-15ARH05 Legion Y7000P R7000P 2020 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194\", \"asin\": \"B09PFXCWYH\", \"price\": \"$46.22\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 8 left in stock - order soon.\"},\n {\"title\": \"ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh\", \"asin\": \"B09N39XG46\", \"price\": \"$46.74\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 5 left in stock - order soon.\"},\n {\"title\": \"Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh\", \"asin\": \"B07QX7XHC9\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192\", \"asin\": \"B07MM9YFS1\", \"price\": \"$45.69\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM Only 10 left in stock - order soon.\"},\n {\"title\": \"LENOVO 11.4V 24Wh 68 3-Cell Li-ion Battery 0C52861 45N1124 45N1775 45N1126 45N1127 For Lenovo ThinkPad X240 X240S X250 X260 X270 T440 T440S T450 T450S T460 T460P T470P T550 T560 W550 L450 L460 Laptops\", \"asin\": \"B0757NM7ZS\", \"price\": \"$47.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"Dentsing L22B4PA0 15.44V 60Wh Laptop Battery for Lenovo Legion Slim 5 16APH8 16IRH8 Series 5B11K38530 SB11K38532 5B11K38526 SB11K38527 5B11K38529 SB11K38533\", \"asin\": \"B0DGLJWVCY\", \"price\": \"$60.69\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 8 left in stock - order soon.\"},\n {\"title\": \"L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh\", \"asin\": \"B083LQHCZL\", \"price\": \"$42.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V\", \"asin\": \"B084G1WFBM\", \"price\": \"$43.74\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon.\"},\n {\"title\": \"Dentsing L19C4PC1 L19M4PC1 Laptop Battery Compatible with Lenovo Legion 5-15IMH05 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC0 5B10W86194 5B10W86192 SB10W86193\", \"asin\": \"B08MWGDZYC\", \"price\": \"$45.69\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 3 left in stock - order soon.\"},\n {\"title\": \"L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh\", \"asin\": \"B0728MYQYP\", \"price\": \"$38.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n {\"title\": \"Dentsing 80Wh 5182mAh L23M4PK5 Laptop Battery Compatible with Lenovo Legion 5i(16 Gen 9) / Y7000P IRX9 2024 Series Notebook L23B4PK5 L23C4PK5 L23D4PK5 L23L4PK5\", \"asin\": \"B07WSQ6PVD\", \"price\": \"$79.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 7 left in stock - order soon.\"},\n {\"title\": \"Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192\", \"asin\": \"B07MM9YFS1\", \"price\": \"$45.69\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM Only 10 left in stock - order soon.\"},\n {\"title\": \"L20C4PC0 Laptop Battery Compatible with Lenovo Legion 5 Gaming 15.6 inch 5-15ACH6 Model 82JW0012US 82JW00BDUS Series SB11B48820 5B11B48827 L20M4PC0 SB11B48831 5B11B48816 L20D4PC0 L20L4PC0\", \"asin\": \"B0CDM6Z5PW\", \"price\": \"$54.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 15 left in stock - order soon.\"},\n {\"title\": \"L19C4PC1 L19M4PC1 80Wh Laptop Battery for Lenovo Legion 5P-15IMH05 5P-15ARH05H Legion 5-15IMH05 5-15ARH05 Legion Y7000P R7000P 2020 Series L19C4PC0 L19M4PC0 5B10W86192 5B10W86194 5B10W86195 5B10W86196\", \"asin\": \"B099N3THG3\", \"price\": \"$39.99\", \"delivery\": \"$11.98 delivery Apr 23 - May 5\"},\n {\"title\": \"ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh\", \"asin\": \"B0DC6S2X9B\", \"price\": \"$42.22\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n {\"title\": \"L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh\", \"asin\": \"B08J7V9V8G\", \"price\": \"$43.19\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n {\"title\": \"L19M4PC1 L19C4PC1 Laptop Battery Replacement for Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 15.36V 80Wh 5335mAh\", \"asin\": \"B0CVMZCQKN\", \"price\": \"$42.74\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 13 left in stock - order soon.\"},\n {\"title\": \"ASODI L19C4PC0 5B10W86196 60Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series L19C4PC1 5B10W86194 L19M4PC1 5B10W86192 L19M4PC0 5B10W86195 4010mAh\", \"asin\": \"B09PFY1LJK\", \"price\": \"$44.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon.\"},\n {\"title\": \"ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00\", \"asin\": \"B0D8BL99TH\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n {\"title\": \"ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh\", \"asin\": \"B09PH8TQHQ\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n {\"title\": \"L20M4PC0 Laptop Battery Compatible with Lenovo Ideapad Gaming 3-15ACH6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series 5B11B48816 L20D4PC0 5B11B48819 L20C4PC0 5B11B48827 L20L4PC0 60Wh\", \"asin\": \"B084JPJMXK\", \"price\": \"$40.74\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 20 left in stock - order soon.\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:07:27.665Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:27.665Z\", \"action\": \"click_product\", \"action_argument\": \"B09N39XG46\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"lenovo legion r7000p battery\"\n}\n ],\n \"product_details\": [\n {\n \"asin\": \"B09N39XG46\"\n},\n {\n \"title\": \"ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh\"\n},\n {\n \"price\": \"$46.74\"\n},\n {\n \"bullet_list\": \"<1>Model: L19C4PC1 . Voltage: 15.4V . Capacity: 80Wh/5335mAh . Color: Black . 100% brand new. (Please open the back case of your laptop and check out the exact part number of your laptop's original battery Before placing your order) <2>Compatible Models: for Lenovo Legion Y7000P 2020 Series, Lenovo Legion Y7000P 2020H Series, Lenovo Legion R7000P 2020 Series, Lenovo Legion R7000P 2020H Series, Lenovo Legion 5-15IMH05 5-15IMH05H Series, Lenovo Legion 5-15ARH05 5-15ARH05H Series, Lenovo Legion 5P-15IMH05 5P-15IMH05H Series. <3>Compatible P/N: L19C4PC1 L19M4PC1 SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 <4>After-sale Warranty: We guarantee 30 days money-back and 12-month warranty; 24 x 7 email support. (Important Note: Amazon return windows will close after one month, don\\u2019t worry about it, you can click on seller store on right corner \\u201cask a question\\u201d and contact seller directly for 12 month warranty.) <5>Quality Assurance: All ASODI products are Certified by CE, FCC for safety. Strict guidelines for compatibility, and standards compliance for environment safety.We specialize in providing quality products from and quality customer service.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Style\": \"L19C4PC1 80Wh battery\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"L19C4PC0 L19M4PC0 L19L4PC0 L19C4PC1 Laptop Battery 15.36V 60Wh Replacement for Lenovo Legion 5-15IMH05 5-15IMH05H 5-15ARH05 5-15ARH05H 5P-15IMH05 5P-15IMH05H 5P-15ARH05H Series 5B10W86195 5B10W86194\", \"asin\": \"B0DBZHXTH9\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"Dentsing L19C4PDC L19L4PDC 71Wh Battery Replacement for Lenovo Ideapad Yoga 7-14ITL5 82BH 7-15ITL5 82BJ 7-14ACN6 Series Laptop L19M4PDC 5B10Z26482 SB10Z26481 5B10Z26485 SB10Z26483\", \"asin\": \"B0DHV5KPDV\", \"price\": \"$48.99\", \"quantity\": \"\"},\n {\"title\": \"L17M3PG2 Laptop Battery Replacement for Legion Y7000-2019 Y7000P-1060 Y530-15ICH-10...\", \"asin\": \"B088312W5C\", \"price\": \"$49.27\", \"quantity\": \"\"},\n {\"title\": \"L19C4PDC L19M4PDC L19L4PDC 15.36V 71Wh 4675mAh 4-Cell Laptop Battery Compatible wit...\", \"asin\": \"B09DKW9R31\", \"price\": \"$49.05\", \"quantity\": \"\"},\n {\"title\": \"Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh\", \"asin\": \"B07QX7XHC9\", \"price\": \"$41.74\", \"quantity\": \"\"},\n {\"title\": \"Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192\", \"asin\": \"B07MM9YFS1\", \"price\": \"$45.69\", \"quantity\": \"\"},\n {\"title\": \"L19C4PDC L19M4PDC Battery Replacement for Lenovo Ideapad Yoga 7-14ITL5 82BH 7-15ITL...\", \"asin\": \"B0BLJQKPPR\", \"price\": \"$49.05\", \"quantity\": \"\"},\n {\"title\": \"YRDD6 Battery for Dell Inspiron 5591 7586 5491 5481 5482 5485 3310 2-in-1 15 3582 3583 3593 3584 5590 5593 5594 5585 5598 14 3493 5493 5480 3793 Vostro 3491 5481 5581 5490 5590 0YRDD6 01VX1H 0VM732\", \"asin\": \"B0BJ282S44\", \"price\": \"$33.88\", \"quantity\": \"\"},\n {\"title\": \"Dentsing 42Wh YRDD6 Laptop Battery for Dell Inspiron 7586 5482 5485 5491 5591 3310 2-in-1 5593 5591 5480 3493 3582 3583 3584 3593 3793 5493 5585 5590 5594 5598 Vostro 3491 54815490 5581 5590 VM732\", \"asin\": \"B01C9V0002\", \"price\": \"$24.47\", \"quantity\": \"\"},\n {\"title\": \"YRDD6 Laptop Battery for Dell inspiron 15 3000 Series 3583 3593 3582 3584 3501,Dell...\", \"asin\": \"B0DPLY214X\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"L19M4PDC L19L4PDC L19C4PDC 71Wh Battery Replacement for Lenovo Ideapad Yoga 7-15ITL...\", \"asin\": \"B0D56Z16MJ\", \"price\": \"$48.99\", \"quantity\": \"\"},\n {\"title\": \"Rapidgiga YRDD6 Laptop Replacement Battery for Dell Inspiron 5485 5491 5493 5584 55...\", \"asin\": \"B09G2M6XM1\", \"price\": \"$25.42\", \"quantity\": \"\"},\n {\"title\": \"L19C4PDC L19M4PDC L19L4PDC 15.36V 71Wh 4675mAh 4-Cell Laptop Battery Compatible wit...\", \"asin\": \"B09DKW9R31\", \"price\": \"$49.05\", \"quantity\": \"\"},\n {\"title\": \"L19M4PDC Laptop Battery Compatible with Lenovo Ideapad Yoga 7-14ITL5 7-15ITL5 Serie...\", \"asin\": \"B0C4JM7P8K\", \"price\": \"$39.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh\", \"asin\": \"B09N39XG46\", \"price\": \"$46.74\"},\n {\"title\": \"OUWEE L19C4PC1 Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series L19C4PC0 5B10W86196 L19M4PC0 5B10W86195 L19M4PC1 5B10W86192 5B10W86194 15.4V 80Wh 5335mAh\", \"asin\": \"B08L4JTC79\", \"price\": \"$45.74\"},\n {\"title\": \"Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192\", \"asin\": \"B07MM9YFS1\", \"price\": \"$45.69\"},\n {\"title\": \"L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Legion 7-16ITHg6 16ACHg6 Series L20M4PC1 L20D4PC1 80Wh\", \"asin\": \"B07SVP5HPB\", \"price\": \"$47.74\"},\n {\"title\": \"LAQUEENA L20C4PC0 Laptop Battery Compatible with Lenovo Legion 5 Gaming 15.6 inch 5-15ACH6 Model 82JW0012US 82JW00BDUS Series SB11B48820 5B11B48827 L20M4PC0 SB11B48831 5B11B48816 L20D4PC0 L20L4PC0\", \"asin\": \"B0CDM6Z5PW\", \"price\": \"$54.99\"},\n {\"title\": \"EPYOBW L21D4PC1 Laptop Battery 80Wh Compatible with Lenovo Legion 5 15IAH7H 15IAH7 15ARH7H 15ARH7 / Legion 5 Pro 16IAH7H 16ARH7H 16ARH7 16IAH7 Series L21M4PC2 L21B4PC0 L21M4PC3 L21C4PC1\", \"asin\": \"B0CG69KZ69\", \"price\": \"$81.94\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:07:31.296Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-14T06:07:31.296Z
|
click
|
other
|
rule
|
2025-04-14T06:07:31.296Z
|
train
| 97 |
2025-04-14T06:07:31.296Z
|
click
|
other
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"}
{"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"}
{"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"}
{"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"}
{"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"}
{"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"}
{"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"}
{"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"}
{"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"}
{"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"}
<|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": "lenovo legion r7000p battery"
}
],
"product_details": [
{
"asin": "B09N39XG46"
},
{
"title": "ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh"
},
{
"price": "$46.74"
},
{
"bullet_list": "<1>Model: L19C4PC1 . Voltage: 15.4V . Capacity: 80Wh/5335mAh . Color: Black . 100% brand new. (Please open the back case of your laptop and check out the exact part number of your laptop's original battery Before placing your order) <2>Compatible Models: for Lenovo Legion Y7000P 2020 Series, Lenovo Legion Y7000P 2020H Series, Lenovo Legion R7000P 2020 Series, Lenovo Legion R7000P 2020H Series, Lenovo Legion 5-15IMH05 5-15IMH05H Series, Lenovo Legion 5-15ARH05 5-15ARH05H Series, Lenovo Legion 5P-15IMH05 5P-15IMH05H Series. <3>Compatible P/N: L19C4PC1 L19M4PC1 SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 <4>After-sale Warranty: We guarantee 30 days money-back and 12-month warranty; 24 x 7 email support. (Important Note: Amazon return windows will close after one month, don\u2019t worry about it, you can click on seller store on right corner \u201cask a question\u201d and contact seller directly for 12 month warranty.) <5>Quality Assurance: All ASODI products are Certified by CE, FCC for safety. Strict guidelines for compatibility, and standards compliance for environment safety.We specialize in providing quality products from and quality customer service."
}
],
"product_quantity": [
{
"quantity": "1"
}
],
"product_options": [
{
"Style": "L19C4PC1 80Wh battery"
}
],
"promotion_items": [
{"title": "L19C4PC0 L19M4PC0 L19L4PC0 L19C4PC1 Laptop Battery 15.36V 60Wh Replacement for Lenovo Legion 5-15IMH05 5-15IMH05H 5-15ARH05 5-15ARH05H 5P-15IMH05 5P-15IMH05H 5P-15ARH05H Series 5B10W86195 5B10W86194", "asin": "B0DBZHXTH9", "price": "$39.99", "quantity": ""},
{"title": "Dentsing L19C4PDC L19L4PDC 71Wh Battery Replacement for Lenovo Ideapad Yoga 7-14ITL5 82BH 7-15ITL5 82BJ 7-14ACN6 Series Laptop L19M4PDC 5B10Z26482 SB10Z26481 5B10Z26485 SB10Z26483", "asin": "B0DHV5KPDV", "price": "$48.99", "quantity": ""},
{"title": "L17M3PG2 Laptop Battery Replacement for Legion Y7000-2019 Y7000P-1060 Y530-15ICH-10...", "asin": "B088312W5C", "price": "$49.27", "quantity": ""},
{"title": "L19C4PDC L19M4PDC L19L4PDC 15.36V 71Wh 4675mAh 4-Cell Laptop Battery Compatible wit...", "asin": "B09DKW9R31", "price": "$49.05", "quantity": ""},
{"title": "Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh", "asin": "B07QX7XHC9", "price": "$41.74", "quantity": ""},
{"title": "Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192", "asin": "B07MM9YFS1", "price": "$45.69", "quantity": ""},
{"title": "L19C4PDC L19M4PDC Battery Replacement for Lenovo Ideapad Yoga 7-14ITL5 82BH 7-15ITL...", "asin": "B0BLJQKPPR", "price": "$49.05", "quantity": ""},
{"title": "YRDD6 Battery for Dell Inspiron 5591 7586 5491 5481 5482 5485 3310 2-in-1 15 3582 3583 3593 3584 5590 5593 5594 5585 5598 14 3493 5493 5480 3793 Vostro 3491 5481 5581 5490 5590 0YRDD6 01VX1H 0VM732", "asin": "B0BJ282S44", "price": "$33.88", "quantity": ""},
{"title": "Dentsing 42Wh YRDD6 Laptop Battery for Dell Inspiron 7586 5482 5485 5491 5591 3310 2-in-1 5593 5591 5480 3493 3582 3583 3584 3593 3793 5493 5585 5590 5594 5598 Vostro 3491 54815490 5581 5590 VM732", "asin": "B01C9V0002", "price": "$24.47", "quantity": ""},
{"title": "YRDD6 Laptop Battery for Dell inspiron 15 3000 Series 3583 3593 3582 3584 3501,Dell...", "asin": "B0DPLY214X", "price": "$33.99", "quantity": ""},
{"title": "L19M4PDC L19L4PDC L19C4PDC 71Wh Battery Replacement for Lenovo Ideapad Yoga 7-15ITL...", "asin": "B0D56Z16MJ", "price": "$48.99", "quantity": ""},
{"title": "Rapidgiga YRDD6 Laptop Replacement Battery for Dell Inspiron 5485 5491 5493 5584 55...", "asin": "B09G2M6XM1", "price": "$25.42", "quantity": ""},
{"title": "L19C4PDC L19M4PDC L19L4PDC 15.36V 71Wh 4675mAh 4-Cell Laptop Battery Compatible wit...", "asin": "B09DKW9R31", "price": "$49.05", "quantity": ""},
{"title": "L19M4PDC Laptop Battery Compatible with Lenovo Ideapad Yoga 7-14ITL5 7-15ITL5 Serie...", "asin": "B0C4JM7P8K", "price": "$39.99", "quantity": ""}
],
"comparison_items": [
{"title": "ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh", "asin": "B09N39XG46", "price": "$46.74"},
{"title": "OUWEE L19C4PC1 Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series L19C4PC0 5B10W86196 L19M4PC0 5B10W86195 L19M4PC1 5B10W86192 5B10W86194 15.4V 80Wh 5335mAh", "asin": "B08L4JTC79", "price": "$45.74"},
{"title": "Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192", "asin": "B07MM9YFS1", "price": "$45.69"},
{"title": "L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Legion 7-16ITHg6 16ACHg6 Series L20M4PC1 L20D4PC1 80Wh", "asin": "B07SVP5HPB", "price": "$47.74"},
{"title": "LAQUEENA L20C4PC0 Laptop Battery Compatible with Lenovo Legion 5 Gaming 15.6 inch 5-15ACH6 Model 82JW0012US 82JW00BDUS Series SB11B48820 5B11B48827 L20M4PC0 SB11B48831 5B11B48816 L20D4PC0 L20L4PC0", "asin": "B0CDM6Z5PW", "price": "$54.99"},
{"title": "EPYOBW L21D4PC1 Laptop Battery 80Wh Compatible with Lenovo Legion 5 15IAH7H 15IAH7 15ARH7H 15ARH7 / Legion 5 Pro 16IAH7H 16ARH7H 16ARH7 16IAH7 Series L21M4PC2 L21B4PC0 L21M4PC3 L21C4PC1", "asin": "B0CG69KZ69", "price": "$81.94"}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-14T06:07:31.296Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>",
"index": 97,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:27.665Z\", \"action\": \"click_product\", \"action_argument\": \"B09N39XG46\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"lenovo legion r7000p battery\"\n}\n ],\n \"product_details\": [\n {\n \"asin\": \"B09N39XG46\"\n},\n {\n \"title\": \"ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh\"\n},\n {\n \"price\": \"$46.74\"\n},\n {\n \"bullet_list\": \"<1>Model: L19C4PC1 . Voltage: 15.4V . Capacity: 80Wh/5335mAh . Color: Black . 100% brand new. (Please open the back case of your laptop and check out the exact part number of your laptop's original battery Before placing your order) <2>Compatible Models: for Lenovo Legion Y7000P 2020 Series, Lenovo Legion Y7000P 2020H Series, Lenovo Legion R7000P 2020 Series, Lenovo Legion R7000P 2020H Series, Lenovo Legion 5-15IMH05 5-15IMH05H Series, Lenovo Legion 5-15ARH05 5-15ARH05H Series, Lenovo Legion 5P-15IMH05 5P-15IMH05H Series. <3>Compatible P/N: L19C4PC1 L19M4PC1 SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 <4>After-sale Warranty: We guarantee 30 days money-back and 12-month warranty; 24 x 7 email support. (Important Note: Amazon return windows will close after one month, don\\u2019t worry about it, you can click on seller store on right corner \\u201cask a question\\u201d and contact seller directly for 12 month warranty.) <5>Quality Assurance: All ASODI products are Certified by CE, FCC for safety. Strict guidelines for compatibility, and standards compliance for environment safety.We specialize in providing quality products from and quality customer service.\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Style\": \"L19C4PC1 80Wh battery\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"L19C4PC0 L19M4PC0 L19L4PC0 L19C4PC1 Laptop Battery 15.36V 60Wh Replacement for Lenovo Legion 5-15IMH05 5-15IMH05H 5-15ARH05 5-15ARH05H 5P-15IMH05 5P-15IMH05H 5P-15ARH05H Series 5B10W86195 5B10W86194\", \"asin\": \"B0DBZHXTH9\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"Dentsing L19C4PDC L19L4PDC 71Wh Battery Replacement for Lenovo Ideapad Yoga 7-14ITL5 82BH 7-15ITL5 82BJ 7-14ACN6 Series Laptop L19M4PDC 5B10Z26482 SB10Z26481 5B10Z26485 SB10Z26483\", \"asin\": \"B0DHV5KPDV\", \"price\": \"$48.99\", \"quantity\": \"\"},\n {\"title\": \"L17M3PG2 Laptop Battery Replacement for Legion Y7000-2019 Y7000P-1060 Y530-15ICH-10...\", \"asin\": \"B088312W5C\", \"price\": \"$49.27\", \"quantity\": \"\"},\n {\"title\": \"L19C4PDC L19M4PDC L19L4PDC 15.36V 71Wh 4675mAh 4-Cell Laptop Battery Compatible wit...\", \"asin\": \"B09DKW9R31\", \"price\": \"$49.05\", \"quantity\": \"\"},\n {\"title\": \"Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh\", \"asin\": \"B07QX7XHC9\", \"price\": \"$41.74\", \"quantity\": \"\"},\n {\"title\": \"Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192\", \"asin\": \"B07MM9YFS1\", \"price\": \"$45.69\", \"quantity\": \"\"},\n {\"title\": \"L19C4PDC L19M4PDC Battery Replacement for Lenovo Ideapad Yoga 7-14ITL5 82BH 7-15ITL...\", \"asin\": \"B0BLJQKPPR\", \"price\": \"$49.05\", \"quantity\": \"\"},\n {\"title\": \"YRDD6 Battery for Dell Inspiron 5591 7586 5491 5481 5482 5485 3310 2-in-1 15 3582 3583 3593 3584 5590 5593 5594 5585 5598 14 3493 5493 5480 3793 Vostro 3491 5481 5581 5490 5590 0YRDD6 01VX1H 0VM732\", \"asin\": \"B0BJ282S44\", \"price\": \"$33.88\", \"quantity\": \"\"},\n {\"title\": \"Dentsing 42Wh YRDD6 Laptop Battery for Dell Inspiron 7586 5482 5485 5491 5591 3310 2-in-1 5593 5591 5480 3493 3582 3583 3584 3593 3793 5493 5585 5590 5594 5598 Vostro 3491 54815490 5581 5590 VM732\", \"asin\": \"B01C9V0002\", \"price\": \"$24.47\", \"quantity\": \"\"},\n {\"title\": \"YRDD6 Laptop Battery for Dell inspiron 15 3000 Series 3583 3593 3582 3584 3501,Dell...\", \"asin\": \"B0DPLY214X\", \"price\": \"$33.99\", \"quantity\": \"\"},\n {\"title\": \"L19M4PDC L19L4PDC L19C4PDC 71Wh Battery Replacement for Lenovo Ideapad Yoga 7-15ITL...\", \"asin\": \"B0D56Z16MJ\", \"price\": \"$48.99\", \"quantity\": \"\"},\n {\"title\": \"Rapidgiga YRDD6 Laptop Replacement Battery for Dell Inspiron 5485 5491 5493 5584 55...\", \"asin\": \"B09G2M6XM1\", \"price\": \"$25.42\", \"quantity\": \"\"},\n {\"title\": \"L19C4PDC L19M4PDC L19L4PDC 15.36V 71Wh 4675mAh 4-Cell Laptop Battery Compatible wit...\", \"asin\": \"B09DKW9R31\", \"price\": \"$49.05\", \"quantity\": \"\"},\n {\"title\": \"L19M4PDC Laptop Battery Compatible with Lenovo Ideapad Yoga 7-14ITL5 7-15ITL5 Serie...\", \"asin\": \"B0C4JM7P8K\", \"price\": \"$39.99\", \"quantity\": \"\"}\n ],\n \"comparison_items\": [\n {\"title\": \"ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh\", \"asin\": \"B09N39XG46\", \"price\": \"$46.74\"},\n {\"title\": \"OUWEE L19C4PC1 Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series L19C4PC0 5B10W86196 L19M4PC0 5B10W86195 L19M4PC1 5B10W86192 5B10W86194 15.4V 80Wh 5335mAh\", \"asin\": \"B08L4JTC79\", \"price\": \"$45.74\"},\n {\"title\": \"Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192\", \"asin\": \"B07MM9YFS1\", \"price\": \"$45.69\"},\n {\"title\": \"L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Legion 7-16ITHg6 16ACHg6 Series L20M4PC1 L20D4PC1 80Wh\", \"asin\": \"B07SVP5HPB\", \"price\": \"$47.74\"},\n {\"title\": \"LAQUEENA L20C4PC0 Laptop Battery Compatible with Lenovo Legion 5 Gaming 15.6 inch 5-15ACH6 Model 82JW0012US 82JW00BDUS Series SB11B48820 5B11B48827 L20M4PC0 SB11B48831 5B11B48816 L20D4PC0 L20L4PC0\", \"asin\": \"B0CDM6Z5PW\", \"price\": \"$54.99\"},\n {\"title\": \"EPYOBW L21D4PC1 Laptop Battery 80Wh Compatible with Lenovo Legion 5 15IAH7H 15IAH7 15ARH7H 15ARH7 / Legion 5 Pro 16IAH7H 16ARH7H 16ARH7 16IAH7 Series L21M4PC2 L21B4PC0 L21M4PC3 L21C4PC1\", \"asin\": \"B0CG69KZ69\", \"price\": \"$81.94\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:07:31.296Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:27.665Z\", \"action\": \"click_product\", \"action_argument\": \"B09N39XG46\"}\n{\"timestamp\": \"2025-04-14T06:07:31.296Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:42:34.569Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:42:54.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:57.157Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:59.206Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:35.540Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:58.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:44:09.462Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.519Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.907Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:55.899Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:45:55.180Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2PJH88X\"}\n{\"timestamp\": \"2025-04-15T03:46:12.393Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:46:40.366Z\", \"action\": \"click_product\", \"action_argument\": \"B07PSMD1M1\"}\n{\"timestamp\": \"2025-04-15T03:46:55.960Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:00.638Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:41.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:48:16.118Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:48:21.248Z\", \"action\": \"click_product\", \"action_argument\": \"B0BK8YZQCP\"}\n{\"timestamp\": \"2025-04-15T03:48:33.654Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:48:51.014Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:49:15.909Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:49:17.598Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:52:00.846Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:01.563Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:10.586Z\", \"action\": \"click_product\", \"action_argument\": \"B01KNM69IG\"}\n{\"timestamp\": \"2025-04-15T03:53:19.624Z\", \"action\": \"click_product\", \"action_argument\": \"B07Q8JF5LL\"}\n{\"timestamp\": \"2025-04-15T03:56:42.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:56:57.503Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:03.471Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:26.047Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:57.739Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:57:58.913Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:58:30.986Z\", \"action\": \"purchase\", \"action_argument\": \"B09NBP8811\"}\n{\"timestamp\": \"2025-04-15T04:36:58.956Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u73b0\\u5b9e\"}\n{\"timestamp\": \"2025-04-15T04:37:03.309Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u663e\\u793a\"}\n{\"timestamp\": \"2025-04-15T04:37:22.372Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:37:30.998Z\", \"action\": \"click_product\", \"action_argument\": \"B0DP4S7FMK\"}\n{\"timestamp\": \"2025-04-15T04:37:36.463Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:02.996Z\", \"action\": \"click_product\", \"action_argument\": \"B09XM96H87\"}\n{\"timestamp\": \"2025-04-15T04:38:07.012Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:40.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0957S3F3H\"}\n{\"timestamp\": \"2025-04-15T04:38:44.662Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:39:03.268Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:39:16.976Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:39:25.546Z\", \"action\": \"input\", \"action_argument\": \"head up display for car\"}\n{\"timestamp\": \"2025-04-15T04:39:33.251Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHVT3PSL\"}\n{\"timestamp\": \"2025-04-15T04:40:46.450Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:40:54.638Z\", \"action\": \"click_product\", \"action_argument\": \"B0CH9G8ZVV\"}\n{\"timestamp\": \"2025-04-15T04:40:58.656Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:18.297Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS5VB5D7\"}\n{\"timestamp\": \"2025-04-15T04:41:22.464Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:47.980Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-15T04:42:05.404Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:15.709Z\", \"action\": \"input\", \"action_argument\": \"head up display map\"}\n{\"timestamp\": \"2025-04-15T04:42:25.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9LJXRC4\"}\n{\"timestamp\": \"2025-04-15T04:42:29.409Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:42:42.590Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-15T17:56:16.689Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-15T17:56:16.689Z
|
click
|
nav_bar
|
rule
|
2025-04-15T17:56:16.689Z
|
train
| 98 |
2025-04-15T17:56:16.689Z
|
click
|
nav_bar
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"}
{"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"}
{"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"}
{"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"}
{"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"}
{"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"}
{"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"}
{"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"}
{"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"}
{"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"}
{"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"}
{"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"}
{"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"}
{"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"}
{"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"}
{"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"}
{"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"}
{"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"}
{"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"}
{"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"}
{"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"}
{"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"}
{"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"}
{"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"}
{"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"}
{"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"}
{"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"}
{"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"}
{"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"}
{"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"}
{"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"}
{"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"}
<|memory_end|>
<|action_start|>
<|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": ""
}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-15T17:56:16.689Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>nav_bar</answer_argument>",
"index": 98,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:27.665Z\", \"action\": \"click_product\", \"action_argument\": \"B09N39XG46\"}\n{\"timestamp\": \"2025-04-14T06:07:31.296Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:42:34.569Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:42:54.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:57.157Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:59.206Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:35.540Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:58.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:44:09.462Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.519Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.907Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:55.899Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:45:55.180Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2PJH88X\"}\n{\"timestamp\": \"2025-04-15T03:46:12.393Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:46:40.366Z\", \"action\": \"click_product\", \"action_argument\": \"B07PSMD1M1\"}\n{\"timestamp\": \"2025-04-15T03:46:55.960Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:00.638Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:41.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:48:16.118Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:48:21.248Z\", \"action\": \"click_product\", \"action_argument\": \"B0BK8YZQCP\"}\n{\"timestamp\": \"2025-04-15T03:48:33.654Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:48:51.014Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:49:15.909Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:49:17.598Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:52:00.846Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:01.563Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:10.586Z\", \"action\": \"click_product\", \"action_argument\": \"B01KNM69IG\"}\n{\"timestamp\": \"2025-04-15T03:53:19.624Z\", \"action\": \"click_product\", \"action_argument\": \"B07Q8JF5LL\"}\n{\"timestamp\": \"2025-04-15T03:56:42.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:56:57.503Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:03.471Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:26.047Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:57.739Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:57:58.913Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:58:30.986Z\", \"action\": \"purchase\", \"action_argument\": \"B09NBP8811\"}\n{\"timestamp\": \"2025-04-15T04:36:58.956Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u73b0\\u5b9e\"}\n{\"timestamp\": \"2025-04-15T04:37:03.309Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u663e\\u793a\"}\n{\"timestamp\": \"2025-04-15T04:37:22.372Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:37:30.998Z\", \"action\": \"click_product\", \"action_argument\": \"B0DP4S7FMK\"}\n{\"timestamp\": \"2025-04-15T04:37:36.463Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:02.996Z\", \"action\": \"click_product\", \"action_argument\": \"B09XM96H87\"}\n{\"timestamp\": \"2025-04-15T04:38:07.012Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:40.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0957S3F3H\"}\n{\"timestamp\": \"2025-04-15T04:38:44.662Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:39:03.268Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:39:16.976Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:39:25.546Z\", \"action\": \"input\", \"action_argument\": \"head up display for car\"}\n{\"timestamp\": \"2025-04-15T04:39:33.251Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHVT3PSL\"}\n{\"timestamp\": \"2025-04-15T04:40:46.450Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:40:54.638Z\", \"action\": \"click_product\", \"action_argument\": \"B0CH9G8ZVV\"}\n{\"timestamp\": \"2025-04-15T04:40:58.656Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:18.297Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS5VB5D7\"}\n{\"timestamp\": \"2025-04-15T04:41:22.464Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:47.980Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-15T04:42:05.404Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:15.709Z\", \"action\": \"input\", \"action_argument\": \"head up display map\"}\n{\"timestamp\": \"2025-04-15T04:42:25.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9LJXRC4\"}\n{\"timestamp\": \"2025-04-15T04:42:29.409Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:42:42.590Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n<|memory_end|>\n\n<|action_start|>\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-15T17:56:16.689Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
Action_Asin
|
[
{
"content": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:27.665Z\", \"action\": \"click_product\", \"action_argument\": \"B09N39XG46\"}\n{\"timestamp\": \"2025-04-14T06:07:31.296Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:42:34.569Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:42:54.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:57.157Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:59.206Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:35.540Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:58.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:44:09.462Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.519Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.907Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:55.899Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:45:55.180Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2PJH88X\"}\n{\"timestamp\": \"2025-04-15T03:46:12.393Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:46:40.366Z\", \"action\": \"click_product\", \"action_argument\": \"B07PSMD1M1\"}\n{\"timestamp\": \"2025-04-15T03:46:55.960Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:00.638Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:41.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:48:16.118Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:48:21.248Z\", \"action\": \"click_product\", \"action_argument\": \"B0BK8YZQCP\"}\n{\"timestamp\": \"2025-04-15T03:48:33.654Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:48:51.014Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:49:15.909Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:49:17.598Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:52:00.846Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:01.563Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:10.586Z\", \"action\": \"click_product\", \"action_argument\": \"B01KNM69IG\"}\n{\"timestamp\": \"2025-04-15T03:53:19.624Z\", \"action\": \"click_product\", \"action_argument\": \"B07Q8JF5LL\"}\n{\"timestamp\": \"2025-04-15T03:56:42.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:56:57.503Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:03.471Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:26.047Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:57.739Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:57:58.913Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:58:30.986Z\", \"action\": \"purchase\", \"action_argument\": \"B09NBP8811\"}\n{\"timestamp\": \"2025-04-15T04:36:58.956Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u73b0\\u5b9e\"}\n{\"timestamp\": \"2025-04-15T04:37:03.309Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u663e\\u793a\"}\n{\"timestamp\": \"2025-04-15T04:37:22.372Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:37:30.998Z\", \"action\": \"click_product\", \"action_argument\": \"B0DP4S7FMK\"}\n{\"timestamp\": \"2025-04-15T04:37:36.463Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:02.996Z\", \"action\": \"click_product\", \"action_argument\": \"B09XM96H87\"}\n{\"timestamp\": \"2025-04-15T04:38:07.012Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:40.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0957S3F3H\"}\n{\"timestamp\": \"2025-04-15T04:38:44.662Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:39:03.268Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:39:16.976Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:39:25.546Z\", \"action\": \"input\", \"action_argument\": \"head up display for car\"}\n{\"timestamp\": \"2025-04-15T04:39:33.251Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHVT3PSL\"}\n{\"timestamp\": \"2025-04-15T04:40:46.450Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:40:54.638Z\", \"action\": \"click_product\", \"action_argument\": \"B0CH9G8ZVV\"}\n{\"timestamp\": \"2025-04-15T04:40:58.656Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:18.297Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS5VB5D7\"}\n{\"timestamp\": \"2025-04-15T04:41:22.464Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:47.980Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-15T04:42:05.404Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:15.709Z\", \"action\": \"input\", \"action_argument\": \"head up display map\"}\n{\"timestamp\": \"2025-04-15T04:42:25.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9LJXRC4\"}\n{\"timestamp\": \"2025-04-15T04:42:29.409Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:42:42.590Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$206.65\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$25.00\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$7.79\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box\"\n},\n {\n \"price\": \"$16.99\"\n},\n {\n \"bullet_list\": \"TRIM TO FIT - You can trim the strap length by yourself to fit your size if the belt strap is too long for you. NO MORE HOLES - Lavemi's Fashion Ratchet Belt provides 38 unique adjustments for a superb comfortable fit. Easy removable buckle allows you to cut the belt to your ideal size to give a primmer and custom tailored appearance! EASY USE - Just slide the belt into the buckle and pull the belt through, the buckle simply auto locks the belt, to release the belt, gently push the lever on the side of the buckle and lock will snap. Simple, smooth and sleek! MAXIMUM DURABILITY - Leather strap is a bit wider than 1 2/5\\\" presenting the perfect look of a fine, genuine leather quality belt, complemented with an HIGHLY FASHIONABLE stylish, buckle that is elegantly designed with class. Scratch resistant buckles made to last. GIFT BOX - Make a big impression! Enclosed in a lovely, attractive gift box.\"\n},\n {\n \"asin\": \"B06XH8VQCJ\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"Adjustable from 20\\\" to 44\\\" Waist\"\n},\n {\n \"Color\": \"Black Style11\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\\\"-44\\\" Waist Adjustable)\", \"asin\": \"B077ZZ64HC\", \"price\": \"$17.98\", \"quantity\": \"\"},\n {\"title\": \"(Not Made In China) Men's Leather Ratchet Belt, Adjustable and Customizable Fit, Gift Packaging, Casual Men's Dress Belt For Jeans, Suits (Raven Black, 32 to 38)\", \"asin\": \"B0C24ZMYN2\", \"price\": \"$17.49\", \"quantity\": \"\"},\n {\"title\": \"MILORDE Black Ratchet Belt(Carbon Fiber - Black, 32\\\" to 38\\\" M801,115)\", \"asin\": \"B0BNGPHMKG\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"FEFLO Men's Leather Belt - Black Ratchet Belt with Automatic Buckle, Adjustable Leather Belt, 35mm Wide, Perfect for Suits, Jeans, Casual and Business Wear\", \"asin\": \"B09YCQP33V\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\\\"-44\\\", Style 2 -Black)\", \"asin\": \"B07H4LXH7X\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)\", \"asin\": \"B08GPTB6GT\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\\\" to 38\\\" Waist Adjustable)\", \"asin\": \"B0DC3CK7R7\", \"price\": \"$11.99\", \"quantity\": \"\"},\n {\"title\": \"CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)\", \"asin\": \"B08LHBSYNK\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"KEMISANT Men Belt 2 Pack, Leather Ratchet Belt Easy Click Slide For Men 1 3/8\\\",Cut for Fit(Black/Deep Brown,32\\\"-38\\\" Waist Adjustable)\", \"asin\": \"B0DCV8JLM8\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"JUKMO Men's 1.5\\\" Nylon Ratchet Belt, Casual Web Click Tactical Belt with Slide Buckle for Jeans, No Holes Adjustable Trim to Fit(Black,Medium)\", \"asin\": \"B0D3L95JNM\", \"price\": \"$19.98\", \"quantity\": \"\"},\n {\"title\": \"Buffway Leather Belt for Men - Durable Full Grain Men's Belt 1.5\\\", Versatile for Daily Use, with Gift Box- 34\\u201d Black\", \"asin\": \"B07S795GQW\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\\\"-44\\\", Style 2 -Black)\", \"asin\": \"B07H4LXH7X\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"MILORDE Men's Genuine Leather Ratchet Belt (Essential Matte - Basic Black, 32\\\" to 38\\\" M807,115)\", \"asin\": \"B0BNG18J1X\", \"price\": \"$17.98\", \"quantity\": \"\"},\n {\"title\": \"BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\\\"-44\\\" Waist Adjustable)\", \"asin\": \"B077ZZ64HC\", \"price\": \"$17.98\", \"quantity\": \"\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-15T17:57:51.948Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
2025-04-15T17:57:51.948Z
|
click
|
product_option
|
rule
|
2025-04-15T17:57:51.948Z
|
train
| 99 |
2025-04-15T17:57:51.948Z
|
click
|
product_option
|
<|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 (Note that the thinking process should be within 300 words), 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": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"}
{"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"}
{"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"}
{"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"}
{"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"}
{"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"}
{"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"}
{"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"}
{"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}
{"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"}
{"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"}
{"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"}
{"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"}
{"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"}
{"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"}
{"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"}
{"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"}
{"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"}
{"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"}
{"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"}
{"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"}
{"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"}
{"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"}
{"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"}
{"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}
{"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"}
{"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"}
{"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"}
{"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"}
{"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"}
{"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"}
{"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"}
{"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"}
{"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"}
{"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"}
{"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"}
{"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"}
{"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"}
{"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"}
{"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"}
{"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"}
{"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"}
{"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"}
{"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"}
{"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"}
{"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"}
{"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"}
{"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"}
{"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"}
{"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"}
{"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"}
{"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"}
{"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"}
{"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"}
{"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"}
{"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"}
{"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"}
{"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"}
{"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"}
{"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"}
{"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"}
{"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"}
{"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"}
{"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"}
{"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"}
{"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"}
{"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"}
{"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"}
{"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"}
{"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"}
{"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"}
<|memory_end|>
<|action_start|>
{"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"}
<|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": ""
}
],
"cart_items": [
{"title": "Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"},
{"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"},
{"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.65", "quantity": "1"},
{"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"},
{"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"},
{"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"},
{"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"},
{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"},
{"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"},
{"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$25.00", "quantity": "1"},
{"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"},
{"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"},
{"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"},
{"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"},
{"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"},
{"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$7.79", "quantity": "1"},
{"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}
],
"product_details": [
{
"title": "Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box"
},
{
"price": "$16.99"
},
{
"bullet_list": "TRIM TO FIT - You can trim the strap length by yourself to fit your size if the belt strap is too long for you. NO MORE HOLES - Lavemi's Fashion Ratchet Belt provides 38 unique adjustments for a superb comfortable fit. Easy removable buckle allows you to cut the belt to your ideal size to give a primmer and custom tailored appearance! EASY USE - Just slide the belt into the buckle and pull the belt through, the buckle simply auto locks the belt, to release the belt, gently push the lever on the side of the buckle and lock will snap. Simple, smooth and sleek! MAXIMUM DURABILITY - Leather strap is a bit wider than 1 2/5\" presenting the perfect look of a fine, genuine leather quality belt, complemented with an HIGHLY FASHIONABLE stylish, buckle that is elegantly designed with class. Scratch resistant buckles made to last. GIFT BOX - Make a big impression! Enclosed in a lovely, attractive gift box."
},
{
"asin": "B06XH8VQCJ"
}
],
"product_quantity": [
{
"quantity": "1"
}
],
"product_options": [
{
"Size": "Adjustable from 20\" to 44\" Waist"
},
{
"Color": "Black Style11"
}
],
"promotion_items": [
{"title": "BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\"-44\" Waist Adjustable)", "asin": "B077ZZ64HC", "price": "$17.98", "quantity": ""},
{"title": "(Not Made In China) Men's Leather Ratchet Belt, Adjustable and Customizable Fit, Gift Packaging, Casual Men's Dress Belt For Jeans, Suits (Raven Black, 32 to 38)", "asin": "B0C24ZMYN2", "price": "$17.49", "quantity": ""},
{"title": "MILORDE Black Ratchet Belt(Carbon Fiber - Black, 32\" to 38\" M801,115)", "asin": "B0BNGPHMKG", "price": "$17.99", "quantity": ""},
{"title": "FEFLO Men's Leather Belt - Black Ratchet Belt with Automatic Buckle, Adjustable Leather Belt, 35mm Wide, Perfect for Suits, Jeans, Casual and Business Wear", "asin": "B09YCQP33V", "price": "$13.99", "quantity": ""},
{"title": "HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\"-44\", Style 2 -Black)", "asin": "B07H4LXH7X", "price": "$14.99", "quantity": ""},
{"title": "CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)", "asin": "B08GPTB6GT", "price": "$19.99", "quantity": ""},
{"title": "VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\" to 38\" Waist Adjustable)", "asin": "B0DC3CK7R7", "price": "$11.99", "quantity": ""},
{"title": "CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)", "asin": "B08LHBSYNK", "price": "$14.99", "quantity": ""},
{"title": "KEMISANT Men Belt 2 Pack, Leather Ratchet Belt Easy Click Slide For Men 1 3/8\",Cut for Fit(Black/Deep Brown,32\"-38\" Waist Adjustable)", "asin": "B0DCV8JLM8", "price": "$29.99", "quantity": ""},
{"title": "JUKMO Men's 1.5\" Nylon Ratchet Belt, Casual Web Click Tactical Belt with Slide Buckle for Jeans, No Holes Adjustable Trim to Fit(Black,Medium)", "asin": "B0D3L95JNM", "price": "$19.98", "quantity": ""},
{"title": "Buffway Leather Belt for Men - Durable Full Grain Men's Belt 1.5\", Versatile for Daily Use, with Gift Box- 34\u201d Black", "asin": "B07S795GQW", "price": "$29.99", "quantity": ""},
{"title": "HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\"-44\", Style 2 -Black)", "asin": "B07H4LXH7X", "price": "$14.99", "quantity": ""},
{"title": "MILORDE Men's Genuine Leather Ratchet Belt (Essential Matte - Basic Black, 32\" to 38\" M807,115)", "asin": "B0BNG18J1X", "price": "$17.98", "quantity": ""},
{"title": "BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\"-44\" Waist Adjustable)", "asin": "B077ZZ64HC", "price": "$17.98", "quantity": ""}
]
}
<|observation_end|>
# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-15T17:57:51.948Z", // the timestamp when this action occurs
"action": "string", // select one plausible action from: input, click_product, purchase, or click
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
{
"ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>",
"style": "rule"
}
|
{
"answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>",
"index": 99,
"question": "<|im_start|>system\nYou 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>.\n<|im_end|>\n<|im_start|>user\nYou 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|>). \nNow 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 (Note that the thinking process should be within 300 words), then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<|actionspace_start|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction 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.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: 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. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<|actionspace_end|>\n\n<|memory_start|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:27.665Z\", \"action\": \"click_product\", \"action_argument\": \"B09N39XG46\"}\n{\"timestamp\": \"2025-04-14T06:07:31.296Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:42:34.569Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:42:54.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:57.157Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:59.206Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:35.540Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:58.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:44:09.462Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.519Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.907Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:55.899Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:45:55.180Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2PJH88X\"}\n{\"timestamp\": \"2025-04-15T03:46:12.393Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:46:40.366Z\", \"action\": \"click_product\", \"action_argument\": \"B07PSMD1M1\"}\n{\"timestamp\": \"2025-04-15T03:46:55.960Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:00.638Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:41.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:48:16.118Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:48:21.248Z\", \"action\": \"click_product\", \"action_argument\": \"B0BK8YZQCP\"}\n{\"timestamp\": \"2025-04-15T03:48:33.654Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:48:51.014Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:49:15.909Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:49:17.598Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:52:00.846Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:01.563Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:10.586Z\", \"action\": \"click_product\", \"action_argument\": \"B01KNM69IG\"}\n{\"timestamp\": \"2025-04-15T03:53:19.624Z\", \"action\": \"click_product\", \"action_argument\": \"B07Q8JF5LL\"}\n{\"timestamp\": \"2025-04-15T03:56:42.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:56:57.503Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:03.471Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:26.047Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:57.739Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:57:58.913Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:58:30.986Z\", \"action\": \"purchase\", \"action_argument\": \"B09NBP8811\"}\n{\"timestamp\": \"2025-04-15T04:36:58.956Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u73b0\\u5b9e\"}\n{\"timestamp\": \"2025-04-15T04:37:03.309Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u663e\\u793a\"}\n{\"timestamp\": \"2025-04-15T04:37:22.372Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:37:30.998Z\", \"action\": \"click_product\", \"action_argument\": \"B0DP4S7FMK\"}\n{\"timestamp\": \"2025-04-15T04:37:36.463Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:02.996Z\", \"action\": \"click_product\", \"action_argument\": \"B09XM96H87\"}\n{\"timestamp\": \"2025-04-15T04:38:07.012Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:40.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0957S3F3H\"}\n{\"timestamp\": \"2025-04-15T04:38:44.662Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:39:03.268Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:39:16.976Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:39:25.546Z\", \"action\": \"input\", \"action_argument\": \"head up display for car\"}\n{\"timestamp\": \"2025-04-15T04:39:33.251Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHVT3PSL\"}\n{\"timestamp\": \"2025-04-15T04:40:46.450Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:40:54.638Z\", \"action\": \"click_product\", \"action_argument\": \"B0CH9G8ZVV\"}\n{\"timestamp\": \"2025-04-15T04:40:58.656Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:18.297Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS5VB5D7\"}\n{\"timestamp\": \"2025-04-15T04:41:22.464Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:47.980Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-15T04:42:05.404Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:15.709Z\", \"action\": \"input\", \"action_argument\": \"head up display map\"}\n{\"timestamp\": \"2025-04-15T04:42:25.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9LJXRC4\"}\n{\"timestamp\": \"2025-04-15T04:42:29.409Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:42:42.590Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n<|memory_end|>\n\n<|action_start|>\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<|action_end|>\n\n<|observation_start|>\nYour 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.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"Meebook E-Reader M7 | 6.8' Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n {\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n {\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$206.65\", \"quantity\": \"1\"},\n {\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n {\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n {\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n {\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n {\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$25.00\", \"quantity\": \"1\"},\n {\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n {\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n {\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n {\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n {\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n {\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$7.79\", \"quantity\": \"1\"},\n {\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box\"\n},\n {\n \"price\": \"$16.99\"\n},\n {\n \"bullet_list\": \"TRIM TO FIT - You can trim the strap length by yourself to fit your size if the belt strap is too long for you. NO MORE HOLES - Lavemi's Fashion Ratchet Belt provides 38 unique adjustments for a superb comfortable fit. Easy removable buckle allows you to cut the belt to your ideal size to give a primmer and custom tailored appearance! EASY USE - Just slide the belt into the buckle and pull the belt through, the buckle simply auto locks the belt, to release the belt, gently push the lever on the side of the buckle and lock will snap. Simple, smooth and sleek! MAXIMUM DURABILITY - Leather strap is a bit wider than 1 2/5\\\" presenting the perfect look of a fine, genuine leather quality belt, complemented with an HIGHLY FASHIONABLE stylish, buckle that is elegantly designed with class. Scratch resistant buckles made to last. GIFT BOX - Make a big impression! Enclosed in a lovely, attractive gift box.\"\n},\n {\n \"asin\": \"B06XH8VQCJ\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"Adjustable from 20\\\" to 44\\\" Waist\"\n},\n {\n \"Color\": \"Black Style11\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\\\"-44\\\" Waist Adjustable)\", \"asin\": \"B077ZZ64HC\", \"price\": \"$17.98\", \"quantity\": \"\"},\n {\"title\": \"(Not Made In China) Men's Leather Ratchet Belt, Adjustable and Customizable Fit, Gift Packaging, Casual Men's Dress Belt For Jeans, Suits (Raven Black, 32 to 38)\", \"asin\": \"B0C24ZMYN2\", \"price\": \"$17.49\", \"quantity\": \"\"},\n {\"title\": \"MILORDE Black Ratchet Belt(Carbon Fiber - Black, 32\\\" to 38\\\" M801,115)\", \"asin\": \"B0BNGPHMKG\", \"price\": \"$17.99\", \"quantity\": \"\"},\n {\"title\": \"FEFLO Men's Leather Belt - Black Ratchet Belt with Automatic Buckle, Adjustable Leather Belt, 35mm Wide, Perfect for Suits, Jeans, Casual and Business Wear\", \"asin\": \"B09YCQP33V\", \"price\": \"$13.99\", \"quantity\": \"\"},\n {\"title\": \"HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\\\"-44\\\", Style 2 -Black)\", \"asin\": \"B07H4LXH7X\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)\", \"asin\": \"B08GPTB6GT\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\\\" to 38\\\" Waist Adjustable)\", \"asin\": \"B0DC3CK7R7\", \"price\": \"$11.99\", \"quantity\": \"\"},\n {\"title\": \"CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)\", \"asin\": \"B08LHBSYNK\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"KEMISANT Men Belt 2 Pack, Leather Ratchet Belt Easy Click Slide For Men 1 3/8\\\",Cut for Fit(Black/Deep Brown,32\\\"-38\\\" Waist Adjustable)\", \"asin\": \"B0DCV8JLM8\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"JUKMO Men's 1.5\\\" Nylon Ratchet Belt, Casual Web Click Tactical Belt with Slide Buckle for Jeans, No Holes Adjustable Trim to Fit(Black,Medium)\", \"asin\": \"B0D3L95JNM\", \"price\": \"$19.98\", \"quantity\": \"\"},\n {\"title\": \"Buffway Leather Belt for Men - Durable Full Grain Men's Belt 1.5\\\", Versatile for Daily Use, with Gift Box- 34\\u201d Black\", \"asin\": \"B07S795GQW\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\\\"-44\\\", Style 2 -Black)\", \"asin\": \"B07H4LXH7X\", \"price\": \"$14.99\", \"quantity\": \"\"},\n {\"title\": \"MILORDE Men's Genuine Leather Ratchet Belt (Essential Matte - Basic Black, 32\\\" to 38\\\" M807,115)\", \"asin\": \"B0BNG18J1X\", \"price\": \"$17.98\", \"quantity\": \"\"},\n {\"title\": \"BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\\\"-44\\\" Waist Adjustable)\", \"asin\": \"B077ZZ64HC\", \"price\": \"$17.98\", \"quantity\": \"\"}\n ]\n}\n<|observation_end|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-04-15T17:57:51.948Z\", // the timestamp when this action occurs\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, or filter \n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"split": "train"
}
|
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