Dataset Viewer
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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, 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: these button or clickable (i.e., click_type) including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter.\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<|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\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type, or product_asin\n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>).
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces.
<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product.
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}
2. click:
Action: Click on a button or clickable element on the Amazon website.
Action Argument: these button or clickable (i.e., click_type) including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter.
{
"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|>
<|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", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type, or product_asin
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
2025-04-14T21:52:57.792Z
|
click_product
|
B01L9SD3K0
|
rule
|
2025-04-14T21:52:57.792Z
|
click_product
|
B01L9SD3K0
|
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, 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: these button or clickable (i.e., click_type) including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter.
{
"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|>
<|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", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type, or product_asin
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
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, 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: these button or clickable (i.e., click_type) including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter.\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<|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\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type, or product_asin\n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>).
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces.
<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product.
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}
2. click:
Action: Click on a button or clickable element on the Amazon website.
Action Argument: these button or clickable (i.e., click_type) including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter.
{
"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|>
<|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", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type, or product_asin
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
2025-04-14T21:55:17.173Z
|
click_product
|
B0838SMXFZ
|
rule
|
2025-04-14T21:55:17.173Z
|
click_product
|
B0838SMXFZ
|
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, 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: these button or clickable (i.e., click_type) including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter.
{
"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|>
<|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", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type, or product_asin
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
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, 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: these button or clickable (i.e., click_type) including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter.\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<|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 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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. 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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\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type, or product_asin\n}\n</answer>\"\n\n<|im_end|>\n<|im_start|>assistant\n<think>\n",
"role": "user"
}
] |
Action_Argument_Prediction
|
<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>).
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces.
<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product.
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}
2. click:
Action: Click on a button or clickable element on the Amazon website.
Action Argument: these button or clickable (i.e., click_type) including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter.
{
"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|>
<|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", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type, or product_asin
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
2025-04-22T03:46:35.308Z
|
click
|
nav_bar
|
rule
|
2025-04-22T03:46:35.308Z
|
click
|
nav_bar
|
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, 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: these button or clickable (i.e., click_type) including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter.
{
"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|>
<|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", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type, or product_asin
}
</answer>"
<|im_end|>
<|im_start|>assistant
<think>
|
Action_Asin
| [{"content":"<|im_start|>system\nYou are a helpful assistant that is capable of understanding and pr(...TRUNCATED) |
Action_Argument_Prediction
| "<|im_start|>system\nYou are a helpful assistant that is capable of understanding and predicting cus(...TRUNCATED) |
2025-04-22T03:48:25.825Z
|
click
|
quantity
|
rule
|
2025-04-22T03:48:25.825Z
|
click
|
quantity
|
train
| 3 |
2025-04-22T03:48:25.825Z
|
click
|
quantity
| "<|im_start|>system\nYou are a helpful assistant that is capable of understanding and predicting cus(...TRUNCATED) |
Action_Asin
| [{"content":"<|im_start|>system\nYou are a helpful assistant that is capable of understanding and pr(...TRUNCATED) |
Action_Argument_Prediction
| "<|im_start|>system\nYou are a helpful assistant that is capable of understanding and predicting cus(...TRUNCATED) |
2025-04-22T03:48:28.616Z
|
click
|
quantity
|
rule
|
2025-04-22T03:48:28.616Z
|
click
|
quantity
|
train
| 4 |
2025-04-22T03:48:28.616Z
|
click
|
quantity
| "<|im_start|>system\nYou are a helpful assistant that is capable of understanding and predicting cus(...TRUNCATED) |
Action_Asin
| [{"content":"<|im_start|>system\nYou are a helpful assistant that is capable of understanding and pr(...TRUNCATED) |
Action_Argument_Prediction
| "<|im_start|>system\nYou are a helpful assistant that is capable of understanding and predicting cus(...TRUNCATED) |
2025-04-22T03:48:30.240Z
|
click
|
quantity
|
rule
|
2025-04-22T03:48:30.240Z
|
click
|
quantity
|
train
| 5 |
2025-04-22T03:48:30.240Z
|
click
|
quantity
| "<|im_start|>system\nYou are a helpful assistant that is capable of understanding and predicting cus(...TRUNCATED) |
Action_Asin
| [{"content":"<|im_start|>system\nYou are a helpful assistant that is capable of understanding and pr(...TRUNCATED) |
Action_Argument_Prediction
| "<|im_start|>system\nYou are a helpful assistant that is capable of understanding and predicting cus(...TRUNCATED) |
2025-04-22T03:48:31.498Z
|
click
|
quantity
|
rule
|
2025-04-22T03:48:31.498Z
|
click
|
quantity
|
train
| 6 |
2025-04-22T03:48:31.498Z
|
click
|
quantity
| "<|im_start|>system\nYou are a helpful assistant that is capable of understanding and predicting cus(...TRUNCATED) |
Action_Asin
| [{"content":"<|im_start|>system\nYou are a helpful assistant that is capable of understanding and pr(...TRUNCATED) |
Action_Argument_Prediction
| "<|im_start|>system\nYou are a helpful assistant that is capable of understanding and predicting cus(...TRUNCATED) |
2025-04-22T03:48:33.342Z
|
click
|
quantity
|
rule
|
2025-04-22T03:48:33.342Z
|
click
|
quantity
|
train
| 7 |
2025-04-22T03:48:33.342Z
|
click
|
quantity
| "<|im_start|>system\nYou are a helpful assistant that is capable of understanding and predicting cus(...TRUNCATED) |
Action_Asin
| [{"content":"<|im_start|>system\nYou are a helpful assistant that is capable of understanding and pr(...TRUNCATED) |
Action_Argument_Prediction
| "<|im_start|>system\nYou are a helpful assistant that is capable of understanding and predicting cus(...TRUNCATED) |
2025-04-22T04:05:41.640Z
|
purchase
|
B07HFHWNPH
|
rule
|
2025-04-22T04:05:41.640Z
|
purchase
|
B07HFHWNPH
|
train
| 8 |
2025-04-22T04:05:41.640Z
|
purchase
|
B07HFHWNPH
| "<|im_start|>system\nYou are a helpful assistant that is capable of understanding and predicting cus(...TRUNCATED) |
Action_Asin
| [{"content":"<|im_start|>system\nYou are a helpful assistant that is capable of understanding and pr(...TRUNCATED) |
Action_Argument_Prediction
| "<|im_start|>system\nYou are a helpful assistant that is capable of understanding and predicting cus(...TRUNCATED) |
2025-04-22T04:08:22.290Z
|
click
|
nav_bar
|
rule
|
2025-04-22T04:08:22.290Z
|
click
|
nav_bar
|
train
| 9 |
2025-04-22T04:08:22.290Z
|
click
|
nav_bar
| "<|im_start|>system\nYou are a helpful assistant that is capable of understanding and predicting cus(...TRUNCATED) |
End of preview. Expand
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